{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0ac1a021",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.plot([1, 0, 9], [4, 5, 6])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "#设置样式\n",
    "'''基础属性设置\n",
    "color='red' : 折线的颜色alpha=0.5\t: 折线的透明度(0-1) linestyle='--' : 折线的样式linewidth=3\t\t: 折线的宽度—粗细\n",
    "'''\n",
    "'''线的样式\n",
    "-\t实线(solid)\n",
    "--\t短线(dashed)\n",
    "-.\t短点相间线(dashdot)\n",
    "：\t虚点线(dotted)\n",
    "'''\n",
    "plt.plot(x,y, color='red', linestyle='--', alpha=0.5, linewidth=3) #\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "plt.plot(x,y,marker='o') # marker参数设置点的样式\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#设置图片大小并保存\n",
    "import random\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x] # y轴的位置\n",
    "\n",
    "#设置图片大小\n",
    "# 设置画布对象，figsize中对应的单位是英寸，dpi是每英寸有多少像素点\n",
    "plt.figure(figsize=(20,8), dpi=80)\n",
    "plt.plot(x,y)\n",
    "# plt.savefig(\"./t1.png\") # 保存图片\n",
    "plt.savefig(\"./t1.svg\") # 保存图片"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 给x轴和y轴设置刻度\n",
    "import random\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x] # y轴的位置\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "x_tick_labels = [f\"{i}:00\" for i in x] # 设置x轴刻度的标签\n",
    "plt.xticks(x, x_tick_labels,rotation=45) # 设置x轴刻度,rotation旋转的度数,旋转的目的是为了让文字不重叠\n",
    "y_tick_labels= [f'{i}℃' for i in range(min(y), max(y)+1)] # 设置y轴刻度的标签\n",
    "plt.yticks(range(min(y), max(y)+1), y_tick_labels) # 设置y轴刻度\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#如何显示汉字\n",
    "x = range(0,120)\n",
    "y = [random.randint(10,30) for i in range(120)]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "from matplotlib import font_manager\n",
    "my_font = font_manager.FontProperties(fname='C:\\Windows\\Fonts\\STSONG.TTF',size=18)\n",
    "plt.xlabel('时间',rotation=45,fontproperties = my_font)\n",
    "plt.ylabel(\"次数\",fontproperties = my_font)\n",
    "plt.title('每分钟心跳的次数',fontproperties = my_font)\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 一图多线\n",
    "y1 = [1, 0, 1, 1, 2, 4, 3, 4, 4, 5, 6, 5, 4, 3, 3, 1, 1, 1, 1, 1]\n",
    "y2 = [1, 0, 3, 1, 2, 2, 3, 4, 3, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1]\n",
    "\n",
    "x = range( 11, 31 )  # # 设置图形\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "plt.plot( x, y1, color='red', label='自己' )\n",
    "plt.plot( x, y2, color='blue', label='同事' )\n",
    "\n",
    "x_tick_labels = ['{}岁'.format( i ) for i in x]\n",
    "my_font = font_manager.FontProperties( fname='C:\\Windows\\Fonts\\STSONG.TTF', size=18 )\n",
    "plt.xticks( x, x_tick_labels, fontproperties=my_font, rotation=45 )\n",
    "# 绘制网格（网格也是可以设置线的样式)\n",
    "# alpha=0.4 设置透明度\n",
    "plt.grid( alpha=0.4 )\n",
    "\n",
    "#  添加图例(注意：只有在这里需要添加prop参数是显示中文，其他的都用fontproperties) # 设置位置loc : upper left、 lower left、 center left、 upper center\n",
    "plt.legend( prop=my_font, loc='upper right' )\n",
    "\n",
    "# 展示\n",
    "plt.show()\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 4 Axes>",
      "image/png": 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tH1/KedWPzhzhsOWNE13UBl1+cs66s/esLaPar3VnRURk5orKINEYY4Au4CPW2r3GmLnAYaAA+A7QYK39qjHGD2wF5llrxy90TjVuIiIyU1hr2d/UR22wgSd2N9M/Gtlh9OMri6n2O1wzTzuMzkQKEqePMeZmoN5a22uMcYBdwAestW8aY64H/hHYCEwArwFfsdZuu9h51Y/OTD1DY2zd1UQg6HK4tR+AFaWZ1Pgd7l5bRlZKgscVioiITJ1oDhI7gU3W2leMMauBZ4B5QDew0FrbOvnY7cCXrLXPX+icatxERCTW9Q6N8/ieJmq3uxxs6QNgWUnkzeo9a8vIStWb1ZlMQaJ3jDH7gd+11v7MGPP3gGut/cbksc8BH7TWfupi51E/OrNZa9nb2Ett0OXJPc0MjE6QFO/jjlUlVPkdPjAvl8jbHBERkdh1oZ40frqLOctaa40x1cCjxphBIAe4F8gAEs6GiJNOARXvPIcx5kHgwbO3s7I0vUBERGKPtZY3TnQTCDbwzP5WRifCZCTF88kPVPCAv4KVZZl6YypyFRljbiHSiwYn76oAXj3nIaeAmvN8r/rRWcQYwxonmzVONn9y5zK27W2hrt7l0V1NPLqriXn5aVRVOty3oYzCDC07ISIiM4+XIxLjgeeBP50ckegHngDWEpnWnHTOY+uAn1hrv3ehc+oTYBERiSVtfSM8vKORunqX012TC/rPzaXa73D7Ki3oPxtpROLUMca8Diw6z+F11lp38nGrgKeBB6y1r07e9yTw79ba/5i8fTvwh9ba6y/296ofnZ2Otw9QN7kRVtdgZCOsm5YWUuN3uGFxgTbCEhGRmBKVIxKJBIalZzdRsdYGjTGNwGpgwhhTfM6oxLlAgydVioiITKGJUJifHemgNujy0pF2QmFLXloiv3X9fKoqHRYWpntdosiMYK299mKPMcYsB54CfuNsiDipAZhzzu25qBeVC1hYmM6Xbl/GF25dwguH2qgNujx/qI3nDrZRlJnE/RscqiodKvJSvS5VRETking5IrEIOA5stNYeMsYsBLYTCRi/Bpw6Z7OVx4C52mxFRERi1emuQQJBl4d3NNLeP4rPwPWLC6jxO9y0tIjEeI1WEY1InE7GmGVE1uf+rLX2p+849hHg7/nVzVa+aq196mLnVT8qZzX1DPNwfWTUeVPPMAAfXJBHtd/hthXFJCdo1LmIiESnqNxsBcAY8wDwJSAM+IA/t9b++2TI+CMiG6+MEVn4+qWLnU+Nm4iIRJOR8RA/PdBK7XaX1090AVCWnUJVpcP9leWUZqd4XKFEGwWJ08cY8xxQCZw+5+4vng0VjTF/Cnx68v6AtfaPLuW86kflnUJhy2vHO6kNNvDcwTbGQ5aslAQ2rSuj2u+wrCTT6xJFRER+RdQGiVNNjZuIiESDg819BIINPLa7md7hcRLjfNy6oohqv8OHFuTj82njFHlvChJjn/pRuZCugVG27moiEHQ51j4AwJryLKr9Fdy1poSM5ASPKxQREVGQKCIictX1jYzzxO5m6upd9jb2ArC4KJ1qfwWb1pWRm5bocYUSCxQkxj71o3IprLXscnuo3d7AU3tbGBoLkZIQxx2rS6jxO2yYk4Mx+tBJRES8oSBRRETkKrDWEjx1hkDQZdu+ZkbGw6QmxnH3mlKq/Q5rnWy9EZT3RUFi7FM/Ku/XwOgET+1ppjbostvtAWBBQRrVfod715eTn57kbYEiIjLrKEgUERGZQh39ozy6s5FA0OVE5yAA6yqyqfE73LG6lPSkeI8rlFilIDH2qR+VK3GktZ/aYANbdzXRMzROvM/w0eWRpTE+vKiAOC2NISIi00BBooiIyBUKhS2vHO0gEHR5/lAbE2FLTmoC964vp9rvsLgow+sSZQZQkBj71I/KVBidCPHsgTbq6l1+fqwTgNKsZDZXOty/oRwnN9XjCkVEZCZTkCgiInKZ3O4h6updHt7RSEvvCMbAdQvzqfFXcMvyQpLi47wuUWYQBYmxT/2oTDW3e4gt9S5b3vF7qNrv8NHlRfo9JCIiU05BooiIyPtwdiRIIOjy6vG3R4LcX+lwf2U55TkaCSJXh4LE2Kd+VK6WUNjyyrEOAts1Ml5ERK4uBYkiIiKX4EhrP4Ggy6O7Gt9am+qWZUXUbNTaVDI9FCTGPvWjMh3ea63e9RXZ1PgruGN1CWlaq1dERK6AgkQREZHzON9umTX+CjatL9NumTKtFCTGPvWjMp2stdSfPkPtdpdt+5oZGQ+TlhjHXWtKqfI7rHOyMUYfgomIyPujIFFEROQc1lp2NpwhEHR5am8LQ2MhUhLiuGN1CQ9sdFhfkaM3XuIJBYmxT/2oeKVvZJwn9zQTCLrsbewFYHFROtX+CjatKyM3LdHjCkVEJFYoSBQREQG6BkbZuquJQNDlWPsAAGucbKorHe5aU0JGcoLHFcpspyAx9qkflWhwsLmPunqXR3c20jcyQWKcj4+uKKLG7/ChBfn4tFSHiIhcgIJEERGZtcJhy6vHOwkEXZ492Mp4yJKVksCmdWVU+x2WlWR6XaLIWxQkxj71oxJNRsZD/PRAK/+xvYE3TnQDUJ6TQlWlw+YN5ZRmp3hcoYiIRCMFiSIiMus09wyzpb6RunqXpp5hAD64II9qv8NtK4pJTojzuEKRd1OQGPvUj0q0OtU5SF29y8M7GmnvH8Vn4PrFBdT4HW5eVkRCnM/rEkVEJEooSBQRkVlhbCLMC4faqA26vHKsA2uhMCOJqkqHqkqHirxUr0sUuSAFibFP/ahEu4lQmJ8d6aA22MBLRzoIhS356Ynct76cKr/DgoJ0r0sUERGPKUgUEZEZ7Xh7P4Ggy6M7m+gaHCPOZ7hpaSE1focbFhcQr1EWEiMUJMY+9aMSS9r7Rnh4ZyOBoMvpriEA/HNzqPZXcPuqYlIT4z2uUEREvKAgUUREZpyhsQm27W0hEHSpP30GgLl5qVT7K7hvQxmFGckeVyjy/ilIjH3qRyUWhcOWX57spq7e5el9LYxOhMlIiueutaXU+B1WlWVhjDZoERGZLRQkiojIjGCtZW9jL7VBlyf3NDMwOkFSvI87VpVQ7XfYOC9Xb3QkpilIjH3qRyXW9Q6N8/ieJv5ju8uhlj4AlpVkUl1Zzj3ryshOTfS4QhERudoUJIqISEzrGRpj664mAkGXw639ACwvyeSBjQ53ry0jKyXB4wpFpoaCxNinflRmCmst+5v6CNQ38PiuZvpHJ0iM9/HxlcVU+x2umZeHz6cP70REZiIFiSIiEnPCYcsbJ7qoDbr85EArYxNhMpLjuWdtGdV+h5VlWV6XKDLlFCTGPvWjMhMNj4V4el8LgXqX7Se7AZiTl0pVpcPmDeUUZWo5ERGRmURBooiIxIzW3hEe3uESqHdxu4cB2Dgvlwc2OnxsRQkpiXEeVyhy9ShIjH3qR2Wme7NjgLp6l0d2NNE5MEqcz3DjkgKqKh1uXFpIgjY4ExGJeQoSRUQkqo2Hwrx4uJ1A0OVnR9oJW8hPT+L+ynKqKh3m5ad5XaLItFCQGPvUj8ps8V6/uwsykti8Qb+7RURinYJEERGJSic7BwkEXR7e0UjnwCg+AzcuKaTar1ENMjspSIx96kdlNmrpHebh+kbqdrw9m+Ca+bnU+Cv42MpikhM0m0BEJJYoSBQRkagxPBbimf0t1AbfXmfJyU2hutJh8waH4iytsySzl4LE2Kd+VGazcNjy+uT6xj/d38pYKExmcjz3rIusb7yiVOsbi4jEAgWJIiLiuf1NvQSCLo/tbqJ/ZILEOB8fW1lMjd/hmvna+VEEFCTOBOpHRSLODI6xdVcTgaDLkbZ+AFaVZVHld/jE2lIykxM8rlBERM5HQaKIiHiid3icJ3Y3Eah32d/UB8DS4gyq/Q73rC0jJy3R4wpFoouCxNinflTkV1lr2e32UFfv8sTuZgbHQiQn+Lh9VQk1/gr8c3MwRh8miohEEwWJIiIybay1/PJkN4Ggy9P7WhidCJOeFM9da0qp8TusLs/SGwaR81CQGPvUj4qc3+DoBNv2tRAIuuw4fQaA+flpVPkd7ltfTkFGkscViogIKEgUEZFp0N4/wiM7mqirdznZOQhA5Zwcqv0Od6wuITUx3uMKRaKfgsTYp35U5NIcb+8nEHR5ZGcT3YNjxPsMNy0tpGajw/WLCojXhmsiIp5RkCgiIlfFRCjMy0c7qA26vHi4nVDYkpeWyL3rI4uqLyzM8LpEkZiiIDH2qR8VeX/GJsI8f6iN2qDLz491YC0UZyZzf2U5VZUOTm6q1yWKiMw6ChJFRGRKNXQNUVfvsmWHS1vfKMbA9YsKqPE73LysiMR4jSIQuRwKEmOf+lGRy9d4Zogt9Y08vKORpp5hAD60MI9qfwW3Li8iOSHO4wpFRGYHBYkiInLFRsZD/PRAK4Ggyy/e7AKgLDuFqkqHzZXllGWneFyhSOxTkBj71I+KXLlQ2PLq8U7qgi7PHmxlPGTJTk1g07rIjIelxZlelygiMqMpSBQRkct2qKWPQNBl664meofHSYgz3LqimOpKh+sW5uPzaeMUkamiIDH2qR8VmVpdA6Ns3dVEbdDlePsAAGucbGr8DnetKSU9SWswi4hMNQWJIiLyvvSPjPPknhYCwQb2NPYCsKgwnWq/w73ry8lNS/S4QpGZSUFi7FM/KnJ1WGvZ2XCG2u0uT+1tYXg8RGpiHHesKqFmo8P6ihyM0YebIiJTIWqDRGNMEvAt4DZgBNhjrf2UMWYR8AMgH+gFPm2tPXCx86lxExG5fNZadpw+Q23QZds5Dfpdq0up8jusr8hWgy5ylSlInH7GmEJgH/C6tfaec+7/MvCZyZu11to/vpTzqR8Vufr6R8Z5am8LtUGXPW4PAAsL06mudLh3fRl56UneFigiEuOiOUj8ayAe+Ly11hpjiq21rcaYF4EfWmu/b4zZDHzRWuu/2PnUuImIvH+dA6Ns3dlEbbCBNzsGAVhXEZkydMdqTRkSmU4KEqefMWYr0A3knQ0SjTHXA/8IbAQmgNeAr1hrt13sfOpHRabX4da3l2DpGYoswfLR5UVU+yu4bmE+cVqCRUTkfYvKINEYkwa0AOXW2r5z7i8EjgO51toJExn+0gJcZ609fqFzqnETEbk0obDl58c6CARdnj/UxnjIkpOawKZ15VT7HZYUZ3hdosispCBxehlj/guwAtgL3HNOkPj3gGut/cbk7c8BH7TWfupi51Q/KuKNkfEQzx5soy7o8urxTiCyKdz9leXcX+loUzgRkffhQj2pl8NMFhD59PdLxphbgGHgq0AP0GKtnQCYHKnYAFQQCRjfYox5EHjw7O2srKxpKVxEJFa53UNs2dHIw/Uuzb0jAHx4UT7VfoePLi8iKT7O4wpFRKaHMWYe8NvA9UD1Ow5XAK+ec/sUUHOe86gfFYkCyQlx3L2mlLvXlNLQNcSWHS5b6hv59vPH+M4Lx/jwogJq/A63LCsiMd7ndbkiIjHLyyAxHpgDHLTW/qExZh3wHHDHpZ7AWvsQ8NDZ2+Xl5TNn5xgRkSkyOhHi+YPt1AYbePV4J9ZCcWYyn79pIfdXOji5qV6XKCIy5YwxrwOLznN4HfA94HettcNXsv6r+lGR6FORl8rv37qE37tlMS8fbScQdHnhUDuvHO0gNy2Re9eVUe13WFSkGRgiIu+Xl0FiAxAGfgxgrd1ljDlJJFwsMcbEnzO1uWLy8SIicomOtvUTCLo8urORM0PjxPsMty0vpnqjw/WLCrRmkIjMaNbaa893zBiTBawGApMhYjqQaox5wVp7M5G+c8453zIX9aIiMSfOZ7hpaRE3LS2ivX+ER3c2EQi6/MurJ/mXV0+yYU4O1X6HO1aVkKY1oUVELonXm608C3zbWvv05PSSILCGSLj4/XM2W/lDa23lxc6nNWlEZLYbHJ1g294WaoMN7GzoAWB+fhpVfof71pdTkKFdDEWimdZI9IYx5tP86hqJHwH+nl/dbOWr1tqnLnYu9aMi0c1ay/aT3QTqXZ7e18LIeJi0xDjuXltKtb+CNeVZXMkoZRGRmSAqN1sBMMbMB/4VyCcyOvFr1tpHjDFLgO8DeUAf8Blr7b6LnU+Nm4jMRtZadrk91AVdntzTzOBYiOQEH3esKqVmo0PlnBw1xCIxQkGiN94ZJE7e96fApydvBqy1f3Qp51I/KhI7eofHeWJPM4FgA/ubIvt/Li3OoKrSYdO6MnLSEj2uUETEG1EbJE41NW4iMpt0D46xdVcTgWADR9sGAFhdnkVVpcPda0vJTE7wuEIReb8UJMY+9aMisWl/Uy919S5bdzXRPzJBYpyPW1cUUeOv4IML8vBpSRgRmUUUJIqIzBDhsOW1NzupDbo8d6CNsVCYzOR4Nq0ro8rvsKJUu4WKxDIFibFP/ahIbBsZD/HM/hYCQZc3TnQDUJ6TQnWlw+bKckqyUjyuUETk6lOQKCIS41p6h9lS30hdvUvjmWEArp2fR7Xf4WMri0lOiPO4QhGZCgoSY5/6UZGZ42TnIIGgyyM7G+noH8Vn4CNLCqmqdLh5WSEJcT6vSxQRuSoUJIqIxKCxiTAvHm6jNujyytEOwhYKM5K4v7KcqkqHOXlpXpcoIlNMQWLsUz8qMvOMh8L87EgHgWADLx3pIBS25Kcncd+GMqorHeYXpHtdoojIlFKQKCISQ463D1BX7/LozkY6B8aI8xluWlpIdaXDR5YUEK9Pv0VmLAWJsU/9qMjM1tY3wsM7IrNETncNAbBxbi5Vfoc7VpWQkqhZIiIS+xQkiohEuaGxCZ7e10og2EDw1BkA5uSlUu132Ly+nMLMZI8rFJHpoCAx9qkfFZkdwmHLGye7CARdntnfythEmIykeO5eW0qNv4KVZZkYow1aRCQ2KUgUEYlC1lr2NfVSG3R5YnczA6MTJMX7+PjKYqr8DtfOz1MDKjLLKEiMfepHRWafnqExHtvVRG3Q5XBrPwDLSzKp2ejwiTVlZKUmeFyhiMj7oyBRRCSK9A6N89juSLN5qKUPgGUlmTygZlNk1lOQGPvUj4rMXuf7kPj2VSVUVTpcMz9XHxKLSExQkCgi4jFrLW+c6CYQbOBpTX8RkfNQkBj71I+KCESWrdm2t4W6evetZWvm5qVSpWVrRCQGKEgUEfHI+RbkrvY73K4FuUXkHRQkxj71oyLyTmc30ntkRyNdg5GN9G5cUkiNXxvpiUh0UpAoIjKNJkJhXjrSQSDYwEtHOgiFLfnpidy3vpwqv8OCgnSvSxSRKKUgMfapHxWR8xmbCPPi4TYCQZeXj3YQtlCYkcTmDeVUVTrMzU/zukQREUBBoojItDjVOUig3uXhHY109I/iM/CRJYVUVTrcvKyQBH3aLCIXoSAx9qkfFZFL0dwzzMM7GgkEXZp6hgG4dn4eNRsdbltRTHKCZq2IiHcUJIqIXCUj4yF+sr+V2mADb5zoBqA8J4WqSof7K8spyUrxuEIRiSUKEmOf+lEReT/CYctrb3ZSG3R57kAbY6EwWSkJ3LO2lGp/BctLM70uUURmIQWJIiJT7EBzL4Ggy2O7mugbmSAxzsdtK4up8TtcOz8Pn08bp4jI+6cgMfapHxWRy9U9OMbWXU0Egg0cbRsAYHV5FtV+h7vWlJKZnOBxhSIyWyhIFBGZAr3D4zyxp5lAsIH9TX0ALCnKoNrvsGldGTlpiR5XKCKxTkFi7FM/KiJXylrLbreH2u0uT+5tZmgsRHKCjztWlVKz0aFyTg7G6ENrEbl6FCSKiFwmay3bT3YTCLo8vb+FkfEwaYlx3D053WRNeZYaORGZMgoSY5/6URGZSgOjE2zb20wg6LKzoQeA+QVpVFc63Lu+nIKMJG8LFJEZSUGiiMj71NE/yiM7G6kLupzoHARgfUU2NRsruGNVCWlJ8R5XKCIzkYLE2Kd+VESulqNt/dRud9m6q5EzQ+PE+wy3LCuieqPD9YsKiNPSOiIyRRQkiohcglDY8srRDmqDDbxwqJ2JsCU3LZF715VR7XdYVJThdYkiMsMpSIx96kdF5GobnQjx3ME2AkGXV493Yi2UZCVz/4Zy7q90cHJTvS5RRGKcgkQRkQtwu4eoq3fZUt9Ia98IxsB1C/Op8Vdwy/JCkuLjvC5RRGYJBYmxT/2oiEwnt3uILfUuW3Y00tL7dh9b7Xf46PIi9bEiclkUJIqIvMPoRIhnD7z9SS5AWXYKmzeUc39lOeU5+iRXRKafgsTYp35URLwQClteOdZBXdDluYNtTIQtOakJbFpXTrXfYUmxZtaIyKVTkCgiMulwax+BoMvWXU30DI2TEGf46PIiqv0VXLcwX2vLiIinFCTGPvWjIuK1zoFRHt3ZSG3Q5URHZK3vtU42NX6HO9eUkq61vkXkIhQkisisNjA6wZN7mqkNuuxxewBYWJhOjd9h07oy8tK1252IRAcFibFP/aiIRAtrLTtOn6E26LJtbwvD4yFSE+O4a3Up1Rsd1jnZGKMP0UXk3RQkisisY61lZ8MZAkGXp/a2MDQWIiUhjjtWl/DARof1FTlqnEQk6ihIjH3qR0UkGvWPjPPknhZqgw3sbewFYFFhOtV+h3vXl5ObluhxhSISTRQkisis0TUwytZdTdQGXY63DwCw5uxUjtUlZCQneFyhiMj5KUiMfepHRSTaHWzuo64+stRP73BkqZ9bVxRTXelw3cJ8fFrqR2TWU5AoIjNaKGx59XgngWADzx1sYzxkyU5NYNO6Mqr9DkuLM70uUUTkkihIjH3qR0UkVoyMh/jpgVYCQZdfvNkFRDYfrKp0uL+ynNLsFI8rFBGvKEgUkRmp8cwQW+obeXhHI009wwBctzCfKr/DrcuLSE6I87hCEZH3R0Fi7FM/KiKx6HTXIFvqG9myw6WtbxRj4PpFBdT4HW5eVkRivM/rEkVkGilIFJEZY2wizPOH2qgNuvz8WAfWQlFmUuST0w0OFXmpXpcoInLZFCTGPvWjIhLLJkJhXj7aQW3Q5cXD7YTClry0RO7bUE5VpcPCwnSvSxSRaaAgUURi3rG2fgJBl0d3NdE9OEa8z3DzskJq/BVcv7iAOK3lIiIzgILE2Kd+VERmiva+ER7Z2UQg2MCpriEAKufkUO13uGN1CamJ8R5XKCJXi4JEEYlJg6MTbNvbQqDeZcfpMwDMz0+jyu9w7/oyCjOSPa5QRGRqKUiMfepHRWSmsdbyy5Pd1AVdtu1rYXQiTHpSPHetKaXG77C6PAtj9KG+yEyiIFFEYoa1lj2NvQSCDTyxu5nBsRDJCT5uX1VCjb8C/9wcNSoiMmMpSIx96kdFZCbrHR7nid1N1AZdDjT3AbC0OINqv8OmdWVkpyZ6XKGITAUFiSIS9c4MjrF1VxOBoMuRtn4AVpZlUuOv4O61pWQmJ3hcoYjI1acgMfapHxWR2WJ/Uy+BoMtju5voH5kgMd7Hx1YUU+N3uGZ+Hj4tPSQSsxQkikhUCoctr5/oojbo8tP9rYyFwmQkx7NpXRlVlQ4ry7K8LlFEZFopSIx96kdFZLYZHgvxzP4WaoMu2092A1CRm0pVZTmbNzgUZ2k5IpFYoyBRRKJKa+8ID+9wCdS7uN3DAGycl8sDGx0+vrKE5IQ4jysUEfGGgsTYp35URGazEx0D1NU38vCORjoHRvEZuHFJIdV+hxuXFpIQ5/O6RBG5BFEdJBpjPgN8D9hkrX3MGFMI/BBYAIwCn7PWvnIp51LjJhK9xkNhXjzcTiDo8rMj7YQtFGQksXlDOVWVDvPy07wuUUTEcwoSp5cx5j7gq8DZ+Xd3WmtPGWN8wHeA2wELfNta+3eXck71oyIi5+/971tfTrVfvb9ItLtQT+rpfu3GmLnAbwJvnHP3N4A3rLUfM8b4ga3GmHnW2nEvahSRK3OiY4BAvcsjO5re+lTypqWFVPsr+MiSAn0qKSIinjDGrAP+N3CTtbbZGJMBhCYPfwpYDiwGsoBdxpiXrLUHvKlWRCS2JMT5uG1FMbetKH5rNlJdfSP/9+U3+b8vv8kH5uVS7Y/MRkpJ1GwkkVji2YjEyU96nwW+CHyLyCe9jxljBoCF1trWycdtB75krX3+YufUJ8Ai0WF4LMTT+1oIBF22n3p7nZRqv8PmDeUUZWqdFBGR96IRidPHGPNvwCvW2u++x7FtwI+stbWTt78JjFlrv3yx86ofFRF5b+Gw5Y3J9dF/cs766PesLaPar/XRRaJJtI5IfBB4zVq7w5jIbBJjTB6QcDZEnHQKqHivExhjHpw8DwBZWXrhEfHS/qZeaoMNPL6rmf7RyM5tn1hbSrXf4Zp52rlNRESiynLglDHmZSATeAr4qrU2RKT3PH3OY08B17zXSdSPiohcGp/P8MGF+XxwYT5nBsd4bHcTgaDLj944zY/eOM2K0kxq/A53ry0jKyXB63JF5Dw8CRKNMSuB+4Drr+Q81tqHgIfO3i4vL585O8eIxIjeoXEe3xNpAg409wGwrCTSBHxibSnZqYkeVygiIrORMeZ1YNF5Dq8j0gevAz4G+IAngP8GXNJaiGepHxURef9y0hL5zIfm8ekPzmVvYy+1QZcn9zTzJ48f4OvbDnHHqhKq/A4fmJfL2YFHIhIdvBqR+GFgLnBs8kWhGPgu8BVgwhhTfM6oxLlAgwc1ish5WGt540Q3gWADz+xvZXQiTEZSPL/2gQpq/BWsLMvUL3wREfGUtfbaCx03xjQAj1prhydvPwpcSyRIbADmAK9PPnwu6kdFRKacMYY1TjZrnGz+5M5lbNsbWR7p0V1NPLqriXn5aVRVOty3oYzCDC2PJBINPN+1GcAY8zPeXiPx+8Apa+1XJzdbeQyYeymbrWhNGpGrq71vhC07GtlS73KqawiAjXNzqfI73L6qmNRET/dvEhGJeVojcfoYYz4J3A18ksiIxEeAV621f2mM+TTwn4BbmdxshciOzvsudl71oyIiV+54+wB19S6P7Gika3CMOJ/hpqWF1PgdblhcQLw2bBS5qqJ1jcTz+SLwI2PMMWAM+JR2bBbxzkQozM+OdFAbdHnpSDuhsCUvLZHPXj+f+ysdFhame12iiIjI5agF1gMHiOzW/HPgO5PHfgT4gWOABR66lBBRRESmxsLCdL50+zK+cOsSXjjURm3Q5flDbTx3sI2izCTu3+BQVelQkZfqdakis05UjEicKvoEWGTqnO4apK7eZUt9I+39o/gMXL+4gBq/w01Li0iM16eAIiJTTSMSY5/6URGRq6OpZ5gtk+9PmnqGAfjggjyq/Q63rSgmOSHO4wpFZo4L9aQKEkXkLSPjIX56oJXa7S6vn+gCoCw7hWq/w+YN5ZRmp3hcoYjIzKYgMfapHxURubpCYctrxzsJBF2ePdjKeMiSlZLApnVl1Gx0WFqc6XWJIjFPQaKIXNDB5j7q6l227mqid3icxDgfH11RRHWlw3UL8/H5tHGKiMh0UJAY+9SPiohMn66BUbbuaiIQdDnWPgDAGieb6kqHu9aUkJGc4HGFIrFJQaKIvEvfyDhP7mkmEHTZ29gLwOKidKr9FWxaV0ZuWqLHFYqIzD4KEmOf+lERkelnrWVnQw+BYANP7W1haCxESkIcd64uodrvsGFODsZocITIpVKQKCJA5Bds/ekz1G532bavmZHxMKmJcdy9ppQqv8M6J1u/YEVEPKQgMfapHxUR8dbA6ARP7WmmNuiy2+0BYEFBGtV+h3vXl5OfnuRtgSIxQEGiyCzX0T/KozsbCdS7nOgYBGCtk80DGx3uWF1KelI0buAuIjL7KEiMfepHRUSix5HWfgJBl0d3NdIzNE68z/DR5UVU+x0+vKiAOC3hJPKeFCSKzEKhsOWVYx0Etrs8f6iNibAlJzWBe9eXU+13WFyU4XWJIiLyDgoSY5/6URGR6DM6EeKnB9qoC7q8erwTgNKsZO6vdLi/spzynFSPKxSJLgoSRWYRt3uILfUuW3Y00tI7gjFw3cJ8avwV3LK8kKT4OK9LFBGR81CQGPvUj4qIRLez75fq6htp7dP7JZH3oiBRZIYbnQjx7IE26uojn7BZq0/YRERikYLE2Kd+VEQkNoTClleOdhAIagaXyDspSBSZoc6u+bF1VyNnJtf8uGVZETUbteaHiEgsUpAY+9SPiojEnrfWlA+6nOiMrCm/viKbGn8Fd6wuIU1rysssoyBRZAbRLmQiIjOXgsTYp35URCR2WWsJnjpDIOiybV8zI+Nh0hLjuGtNKdV+h7VONsZosIbMfAoSRWKctZadDT3UBV2e3NvM0FiI5AQfd64upcbvsGFOjn6hiYjMAAoSY5/6URGRmaFvZJwndjdTV++yt7EXgMVF6VT7K9i0rozctESPKxS5ehQkisSoroFRtu5qIhB0OdY+AMCa8iyq/RXctaaEjOQEjysUEZGppCAx9qkfFRGZeQ4091IXdNm6q4m+kQkS43x8dEURNX6HDy3Ix6clpWSGUZAoEkPCYcurxzsJBF2ePdjKeMiSlZLApnVlVFU6LC/N9LpEERG5ShQkxj71oyIiM9fIeIifHmildrvL6ye6ACjPSaFqcpPLkqwUjysUmRoKEkViQFPPMFvqXbbUN9LUMwzABxfkUe13uG1FMckJcR5XKCIiV5uCxNinflREZHY41TlIXb3Llh2NdPSP4jNww+ICqv0ONy8rIiHO53WJIpdNQaJIlBqbCPPCoTZqgy6vHOvAWijKTGLzhnKqKh3m5KV5XaKIiEwjBYmxT/2oiMjsMhEK89KRDgJBl5eOtBMKW/LTE7lvfTlVfocFBelelyjyvilIFIkyx9sHqKt3eWRHI12DY8T5DDctLaTG73DD4gLi9emViMispCAx9qkfFRGZvdr6Rnh4RyN19S6nu4YA2Dg3lyq/wx2rSkhJ1CwziQ0KEkWiwNDYBNv2thAIutSfPgPA3LxUqvwOmzeUU5iR7HGFIiLiNQWJsU/9qIiIhMOWX57sJhBs4Jn9rYxOhMlIiufutaVU+x1WlWVhjDZokeilIFHEI9Za9jb2Uht0eXJPMwOjEyTF+7hjVQnVfoeN83L1C0RERN6iIDH2qR8VEZFz9Q6N89juJmqDLoda+gBYVpJJjd/hnrVlZKUmeFyhyLspSBSZZj1DY2zd1UQg6HK4tR+AFaWRXxZ3ry0jK0W/LERE5N0UJMY+9aMiIvJerLXsb+qjNtjAE7ub6R+dIDHex8dXFlPtd7hmXh4+nwaZSHRQkCgyDcJhyxsnuqgNuvzkQCtjE2EykuP5xNpSavwVrCzL8rpEERGJcgoSY5/6URERuZjhsRDb9rVQF3TZfqobgDl5qVRVRpa9KsrUslfiLQWJIldRa+8ID+9wqatvpKE7sqDuB+blUu13+PhKLagrIiKXTkFi7FM/KiIi78ebHW9vxNk5ENmI88YlBVT7K7hxiTbiFG8oSBSZYuOhMC8ebqcu6PLSkXbCFvLTk9i8oZyqynLmF6R7XaKIiMQgBYmxT/2oiIhcjvFQmBcOtVNX7/KzyfeYhRlJ3LehnOpKh7n5aV6XKLOIgkSRKXKyc5BA0OXhHY10DoziM3DjkkKq/Q43Li0kQZ8WiYjIFVCQGPvUj4qIyJVq6R3m4fpGAvUujWeGAbhmfi41/go+trKY5ATNepOrS0GiyBUYHgvxzP4WaoMu209G1q9wclOo2uBwf6VDcZbWrxARkamhIDH2qR8VEZGpEg5bfvFmF7XBBp490MZYKExmcjz3rCuj2u+wolTr8MvVoSBR5DLsb+olEHR5bHcT/SMTJMb5+NjKYmr8DtfM145aIiIy9RQkxj71oyIicjWcGRxj664maoMNHG0bAGBVWRbVfoe715aSmZzgcYUykyhIFLlEvcPjPLG7iUC9y/6mPgCWFmdQVemwaV0ZOWmJHlcoIiIzmYLE2Kd+VEREriZrLbvdHgJBlyf3NDM4FiI5wcftq0qo8Vfgn5uDMRr0IldGQaLIBVhr+eXJbuqCLtv2tTA6ESY9KZ671pRS43dYXZ6lF2IREZkWChJjn/pRERGZLoOjE2zb20JtsIGdDT0AzM9Po9rvcO/6cgoykrwtUGKWgkSR99DeP8IjO5qoq3c52TkIwIY5OdT4He5YXUJqYrzHFYqIyGyjIDH2qR8VEREvHGvrpzbosnVXE92DY8T7DDcvi2wMev2iAuK1Mai8DwoSRSZNhMK8fLSD2qDLi4fbCYUteWmJ3Ls+sljtwsIMr0sUEZFZTEFi7FM/KiIiXhqdCPH8wXYC9S4/P9aBtVCcmcz9leVUVTo4ualelygxQEGizHoNXUPU1bts2eHS1jeKMfDhRQU84He4eVkRifH6dEZERLynIDH2qR8VEZFo0XhmiLr6Rh6ud2nuHQHguoX5VPsdbl1RRFJ8nMcVSrRSkCiz0sh4iJ8eaKWu3uW1410AlGWncH9lOfdXOpRlp3hcoYiIyK9SkBj71I+KiEi0CYUtPz/WQV29y3MH2xgPWbJTE9i0LjIzb2lxptclSpRRkCizyqGWPgKTa0P0Do+TEGe4dXkx1X6HDy3MJ86njVNERCQ6KUiMfepHRUQkmnUNjLJ1VxP/sb2BNzsiewWscbKp8TvctaaU9CTtFSBRGiQaY5KBWmA5MAy0A//NWnvcGFMI/BBYAIwCn7PWvnKxc6pxm736R8Z5ck8LgWADexp7AVhUmE6132HTujLy0rVblYiIRD8FidPHGFMAfA+YAyQA24HfttYOTx7/MvCZyYfXWmv/+FLOq35URERigbWWnQ1nqN3u8tTeFobHQ6QkxHHn6hJqNjqsr8jBGA3Cma2iOUi8CXjGWmuNMb8LbLbWfsQY8z2gwVr7VWOMH9gKzLPWjl/onGrcZhdrLTtOn6E26LJt8oUvNTHywlftr2B9RbZe+EREJKYoSJw+xphvA2Fr7YPGmDhgG/CEtfYfjDHXA/8IbAQmgNeAr1hrt13svOpHRUQk1vSPjPPU3hZqt789MGdhYTo1Gpgza12oJ/VszKq1dgR4+py73gC+MPnnKmDh5OOCxphm4Abg+WktUqJS58AoW3c2URt8eyj22smh2HdqKLaIiIhcGgtkGGN8QCKQCpxNAKuBH1lrBwEmP+R+gEjYKCIiMqNkJCfwwMYKHthY8dZSYY/tbuLr2w7xFz85/NZSYdctzMenpcJmvWhKXP4H8LgxJg9IsNa2nnPsFFDxzm8wxjwIPHj2dlZW1tWuUTxydnHYQNDl+UNvLw77mQ/NpcZfwZLiDK9LFBERkdjyZ8AjQCuQAvy7tfaJyWMVwKvnPPYUUPNeJ1E/KiIiM8mykky+evcK/vDjS3n2YBuBYAPb9rWwbV+LNi8VIEqCRGPMl4iMQLyZSCN3Say1DwEPnb1dXl4+c3aOESCyXf2W+ka2nLNd/YcX5VNVqe3qRURE5PyMMa8Di85zeB1wF3AQuIXIaMQnjDH/1Vr7L+/n71E/KiIiM1FyQhx3rynl7jWlNHQNsWWHS129y7efP8Z3XjjG9YsKqPY73LKsiMR4n9flyjTyPEg0xnwBuBe4xVo7BAwZYyaMMcXnjEqcCzR4VaNMr9GJEM8fbKc22MCrxzuxFoozk/n8TQu5v9LByU31ukQRERGJctbaay903BjzOeC3rLUhoN8Y8zBwI/AvRPrOOec8fC7qRUVEZJaqyEvl929dwv+4eRGvHOugdrvLi4fbefloB3lpidy7voxqv8PCQs0UnA08DRInp4I8QCRE7Dnn0Bbgt4Gzm62UAS9Pf4UynY629RMIumzd1UT34BjxPsNty4up3uhw/aIC4rQWg4iIiEydE8DHgF8YYxKA24DXJ49tAf7eGPO3RDZb+Q3gq14UKSIiEi3i43zctLSIm5YW0d4/wqM7mwgEXf755yf555+fZMOcHKr9DneuLiE10fNxa3KVeLlrczngEmni+ifvHrXWfsAYUwT8CJgHjAG/a6196WLn1C55sWdwdIJte1uoDTaws6EHgPn5aVT7He5dX05BhnaHEhGR2UO7Nk8fY8w84P8CpUAckRDxdyY3BMQY86fApycfHrDW/tGlnFf9qIiIzCbWWraf7KY26PL0vhZGJ8KkJ8Vz15pSqv0Oa8qzMEaDgmLNhXpSz4LEq0GNW2yw1rLb7SEQdHlyTzODYyGSE3zcsSryQuOfm6MXGhERmZUUJMY+9aMiIjJb9Q6P88TuJgL1Lvub+gBYWpxBtd9h07oyslMTPa5QLpWCRIkK3YNjbN3VRCDYwNG2AQBWlWVR7Xe4e20pmckJHlcoIiLiLQWJsU/9qIiICOxv6qWuPrJ0Wf/IBInxPm5bUUyN3+Ha+Xn4tHRZVFOQKJ4Jhy2vvdlJIOjy7IE2xkJhMpPj2bSujCq/w4rSLK9LFBERiRoKEmOf+lEREZG3jYyHeGZ/C7XbXX55shsAJzeFqg0OmyvLKclK8bhCeS8KEmXatfQOs6W+kbp6l8YzwwBcMz+XBzZWcNuKYpIT4jyuUEREJPooSIx96kdFRETe28nOQerqXbbUN9I5MIrPwEeWFFLtd7hpaSEJcT6vS5RJChJlWoyHwrxwqI1A0OXlox2ELRRmJLF5QzlVlQ5z89O8LlFERCSqKUiMfepHRURELmw8FOalw+0Egi4vHWknbCE/PYn7NpRRXekwvyDd6xJnPQWJclW92TFAXdDlkZ2NdA6MEecz3LikkBq/w0eWFBCvTxVEREQuiYLE2Kd+VERE5NK19o7wyM5GAkGXhu4hADbOy6W60uH2VSWkJGo2oxcUJMqUGxqb4Ol9rQSCDQRPnQFgTl4q1X6HzevLKcxM9rhCERGR2KMgMfapHxUREXn/wmHLGye7CARdntnfythEmIykeD6xrpQafwUry7S/wnRSkChTwlrLvqZeaoMuT+xuZmA0svPS7SuLqfZX8IF5udp5SURE5AooSIx96kdFRESuTM/QGI/taqI26HK4tR+A5SWZ1Gx0+MSaMrJSEzyucOZTkChXpHdonMd2R57Eh1r6AFhWkskDehKLiIhMKQWJsU/9qIiIyNR4r8FMSfE+bl9VQrXf4QPzcjFGg5muBgWJ8r6dHVZcF3R5+pxhxXevPTusOFNPWBERkSmmIDH2qR8VERGZekNjE2zb20Ig6FJ/OrK82ty8VKq0vNpVoSBRLllb3wgP72ikrt7ldNfkQqdzc6n2a6FTERGRq01BYuxTPyoiInJ1HW8foK7e5ZEdjXQNRjZ8vWlpZMPXGxZrw9epoCBRLmgiFOalIx0Egg28dKSDUNiSn57IfRvKqap0WKCt10VERKaFgsTYp35URERkeoxNhHnhUBuBepeXj3ZgLRRlJrF5MsuYk5fmdYkxS0GivKdTnYMEJlP89v5RfAZuWFxAtb+Cm5cVkqAUX0REZFopSIx96kdFRESmX3PPMA/vaCQQdGnqGQbg2vl51Gx0uG1FMckJml35fihIlLeMjIf4yf5WaoMNvHGiG4DynBSqKh3uryynJCvF4wpFRERmLwWJsU/9qIiIiHfCYctrb3ZSG3R59kAr4yFLVkoCm9aVUe13WFaS6XWJMUFBonCguZe6oMvWXU30jUyQGOfjtpXF1Pgdrp2fh8+njVNERES8piAx9qkfFRERiQ7dg2Ns3dVEINjA0bYBAFaXZ1Htd7h7TSkZyQkeVxi9FCTOUn0j4zy+u5m6oMu+pl4AlhRlUO132LSujJy0RI8rFBERkXMpSIx96kdFRESii7WWXW4PdUGXJ/Y0MzQWIiUhjjtWl1Dtd6ick4MxGlx1LgWJs4i1lu0nuwnUuzy9r4WR8TBpiXHcvbaUqkqHtU62niAiIiJRSkFi7FM/KiIiEr0GRifYtreZ2qDLroYeAOYXpFFd6XDv+nIKMpK8LTBKKEicBTr6R3lkZyN1QZcTnYMAbJiTQ3Wlwx2rS0hLive4QhEREbkYBYmxbzb3oyIiIrHkaFs/gaDLozsbOTM0TrzPcMuyIqo3Oly/qIC4WbwEnILEGSoUtrxytIPaYAMvHGpnImzJTUvk3slFRBcVZXhdooiIiLwPChJj32zrR0VERGLd6ESIZw+0UVfv8vNjnQCUZCVzf6XD/RvKcXJTPa5w+ilInGHc7iHq6l221DfS2jeCMXDdwnxq/BXcsryQpHhtay4iIhKLFCTGvtnSj4qIiMxEbvcQW+pdtuxopKX37byl2u/w0eVFsyZvUZA4A5xNyANBl1ePRxLy0smEfPMsTchFRERmGgWJsW8m96MiIiKzxdkZoIGgy/OH2pgIW3JSE7h3fTnVfofFM3wGqILEGHa4tY9A0GXrriZ6hsZJiDN8dHkR1f4KrluYP6vn7IuIiMw0ChJj30zsR0VERGazjv5Rtu5qpDbocqIjsifFuopsavwOd64unZF7UihIjDEDoxM8uaeZQNBlt9sDwMLCdKorHTatLyM/XbsIiYiIzEQKEmPfTOlHRURE5FdZa6k/fYZA0OWpvc2MjIdJTYzjrtWlVG90WOdkY8zMGOylIDEGWGvZ2XD2B7KFobEQKQlx3Lm6hJqNDusrcmbMD6SIiIi8NwWJsS+W+1ERERG5NH0j428NANvb2AvA4qJ0qv0VbFpXRm5aoscVXhkFiVGsa2CUrbuaqA26HG8fAGCNk011pcNda0rISE7wuEIRERGZLgoSY18s9qMiIiJy+Q4291FX7/Lozkb6RiZIjPPx0RVF1PgdPrQgH18MLkmnIDHKhMKWV493Egg28NzBNsZDluzUBDatK6Pa77C0ONPrEkVERMQDChJjX6z0oyIiIjK1RsZD/PRAK4Ggyy/e7AKgLDuFqkqH+yvLKc1O8bjCS6cgMUo09QxHthGvb6SpZxiADy3Mo6rS4bYVxSQnzI5txEVEROS9KUiMfdHej4qIiMjVd7prkC31jWzZ4dLWN4oxcMPiAqorHW5eVkRivM/rEi9IQaKHxibCPH+ojdqgy8+PdWAtFGUmRRLpDQ4VealelygiIiJRQkFi7IvGflRERES8MREK8/LRDmqDLi8ebicUtuSlJXLfhnKqKh0WFqZ7XeJ7UpDogePt/QSCLo/sbKJ7cIx4n+GmpYVU+x1uWFxAfFx0p88iIiIy/RQkxr5o6kdFREQkerT3jfDwzkbqgi6nuoYAqJyTQ7Xf4Y7VJaQmxntc4dsUJE6TwdEJtu1tIVDvsuP0GQDm5adR7Xe4d30ZhRnJntUmIiIi0U9BYuzzuh8VERGR6Gat5ZcnuwkEXZ7e18LoRJj0pHjuXltKdaXD6vIsjPF2gxYFiVeRtZY9jb0Egg08sbuZwbEQyQk+bl9VQnWlw8Z5uZ7/AIiIiEhsUJAY+xQkioiIyKXqHR7n8d1NBIIuB5r7AFhanEGN3+GedWVkpyZ6UpeCxKvgzOAYW3c1UVfvcri1H4BVZVlU+R3uXlNKVkrCtNQhIiIiM4eCxNinIFFEREQux/6mXgJBl8d2N9E/MkFivI+PrSimxu9wzfw8fL7pG6SmIHGKhMOW1090URt0+en+VsZCYTKS47lnbRnVfoeVZVlX7e8WERGRmU9BYuxTkCgiIiJXYngsxNP7IsvmbT/ZDUBFbirVfofNG8opyrz6y+bFZJBojFkE/ADIB3qBT1trD1zoe6524/bQs0f4mxePA3DN/Fyq/Q4fX1lCckLcVfs7RUREZPZQkDi1jDF3AF8DVgL/aK39vXOO+YDvALcDFvi2tfbvLnbsYhQkioiIyFQ50TFAXX0jD+9opHNglHif4Y0v3Ux+etJV/Xsv1JNGz5Yw7/ZPwHettd83xmwGvg/4vSzojtWljIctVZUO8/LTvCxFRERERC7uGPAbwP1A+juOfQpYDiwGsoBdxpiXJj+4vtAxERERkWkxvyCdP/z4Un7/1sW8eLid/U29Vz1EvBifp3/7eRhjCoFK4N8m73oEcIwxC72rCpYUZ/DFjy1ViCgiIiISA6y1R621e4CJ9zhcDfyztTZkre0GAsADl3BMREREZFolxPm4bUUxv3/rEq9Lic4gEXCAFmvtBICNzL9uACrOfZAx5kFjTOPZr4GBAQ9KFREREZEYVAGcPuf2Kd7uNS907FeoHxUREZHZJFqDxEtirX3IWlt+9is9/Z0zVkRERERkpjLGvG6M6TzPlzMdNagfFRERkdkkWtdIdIESY0y8tXbCGGOIfArc4HFdIiIiIhIlrLXXXsG3NwBzgNcnb8/l7V7zQsdEREREZq2oHJForW0HdhJZ6BrgPqDRWnvcu6pEREREZAbZAvymMSbOGJNLZF3EwCUcExEREZm1onVEIsBnge8bY74E9AGf8bgeEREREYkhxpibgR8AmZGbZjPwOWvtE8CPAD+RnZ0t8JC1dt/kt17omIiIiMisFbVBorX2CHAl01VEREREZBaz1r4AlJ/nWAj4nfd7TERERGQ2i8qpzSIiIiIiIiIiIhJdFCSKiIiIiIiIiIjIRRlrrdc1TBljzCjQMYWnTAcGpvB8MvV0jaKbrk/00zWKbro+0W+qr1GBtTZpCs8n0+wq9KOg14Jop+sT/XSNopuuT/TTNYpuV+P6nLcnnVFB4lQzxjRaa99zXR2JDrpG0U3XJ/rpGkU3XZ/op2sk00E/Z9FN1yf66RpFN12f6KdrFN2m+/poarOIiIiIiIiIiIhclIJEERERERERERERuSgFiRf2kNcFyEXpGkU3XZ/op2sU3XR9op+ukUwH/ZxFN12f6KdrFN10faKfrlF0m9brozUSRURERERERERE5KI0IlFEREREREREREQuSkGiiIiIiIiIiIiIXJSCxPdgjFlkjPmFMeaoMSZojFnhdU2znTEm2Rjz2OQ12WOMec4Ys3DyWKEx5ifGmGPGmP3GmOu9rnc2M8Z8xhhjjTH3TN7W9YkSxpgkY8zfTV6LfcaYf5u8X695UcAYc7sxZqcxZvfkc+U/T96v55BHjDF/Y4w5Nfmatvac+8/7nNHzSaaSfp6ii/rR2KF+NHqpH41+6kmjSzT2owoS39s/Ad+11i4G/gL4vrflyKTvAkustWuAx4F/mbz/G8Ab1tpFwGeAfzfGJHhU46xmjJkL/Cbwxjl36/pEj28AFlhsrV0FfGHyfr3mecwYY4B/Az5trV0L3An8kzEmAz2HvPQwcB1w+h33X+g5o+eTTCX9PEUf9aNRTv1o1FM/GsXUk0alqOtHtdnKOxhjCoHjQK61dmLyidQCXGetPe5tdXKWMaYSeNhaO9cYMwAstNa2Th7bDnzJWvu8p0XOMsYYH/As8EXgW8C3rbWP6fpEB2NMGpHXsnJrbd859+s1LwpM/n/vBDZZa18xxqwGngHmAd3oOeQpY8wp4B5r7e4LPWeAvvMd0/NJ3i+9Pkc/9aPRR/1odFM/Gv3Uk0avaOpHNSLx3RygxVo7AWAjSWsDUOFpVfJO/wN43BiTByScfTGbdApdLy88CLxmrd1x9g5dn6iygMgv/y8ZY+qNMT83xtyMXvOiwuT/92rgUWPMaeBV4D8DGeg5FG0u9JzR80mmkn6eop/60eijfjS6qR+NcupJY4an/aiCRIk5xpgvAQuBP/K6FokwxqwE7gO+7nUtcl7xwBzgoLW2Evg8EJi8XzxmjIkHvgzca62dA9wM/AhdHxGRqKR+NPqoH40J6kejnHpSuRQKEt/NBUomn0Bnh/ZWEElwxWPGmC8A9wIft9YOWWu7gAljTPE5D5uLrtd0+zCR/+/HJodcX0NkDaEqdH2iRQMQBn4MYK3dBZwk0szpNc97a4FSa+0rANbaINAIrEbPoWhzoT5BPYRMJf08RSn1o1FL/Wj0Uz8a/dainjQWeNqPKkh8B2ttO7AT+NTkXfcBjVqbwXvGmAeBB4CPWmt7zjm0Bfjtycf4gTLg5WkvcBaz1v6jtbbEWjvXWjuXyOLWv2Wt/Ud0faKCtbYTeAG4DcAYM4/IWievode8aHD2F/4yABPZBXQBcAQ9h6LKhfoE9RAylfTzFJ3Uj0Yv9aPRT/1oTFBPGgO87ke12cp7MMYsIbKrTR6RhSo/Y63d52lRs5wxppzIi9oJoH/y7lFr7QeMMUVEhlvPA8aA37XWvuRNpQJgjPkZby9uresTJYwx84F/BfKJfBr8NWvtI3rNiw7GmAeALxG5Nj7gz621/67nkHeMMf8E3AEUA11Av7V24YWeM3o+yVTSz1N0UT8aW9SPRif1o9FPPWl0icZ+VEGiiIiIiIiIiIiIXJSmNouIiIiIiIiIiMhFKUgUERERERERERGRi1KQKCIiIiIiIiIiIhelIFFEREREREREREQuSkGiiIiIiIiIiIiIXJSCRBEREREREREREbkoBYkiIiIiIiIiIiJyUQoSRURERERERERE5KIUJIqIiIiIiIiIiMhFKUgUERERERERERGRi1KQKCIiIiIiIiIiIhelIFFEREREREREREQuSkGiiIiIiIiIiIiIXJSCRBEREREREREREbkoBYkiIiIiIiIiIiJyUQoSRURERERERERE5KIUJIqIiIiIiIiIiMhFKUgUERERERERERGRi1KQKCIiIiIiIiIiIhelIFFEREREREREREQuSkGiiIiIiIiIiIiIXJSCRBEREREREREREbkoBYkiIiIiIiIiIiJyUQoSRURERERERERE5KIUJIqIiIiIiIiIiMhFKUgUERERERERERGRi1KQKCIiIiIiIiIiIhcV73UBUykpKckWFBR4XYaIiIjIZWlqahqz1iZ5XYdcPvWjIiIiEusu1JPOqCCxoKCAxsZGr8sQERERuSzGmA6va5Aro35UREREYt2FetJLmtpsjPkbY8wpY4w1xqw95/5FxphfGGOOGmOCxpgVV/OYiIiIiIiIiIiIeONS10h8GLgOOP2O+/8J+K61djHwF8D3r/IxERERERERERER8YCx1l76g405Bdxjrd1tjCkEjgO51toJY4wBWogEjn1Tfcxae/xi9ZWXl1tNJREREZFYZYxpstaWe12HXD71oyIiIhLrLtSTXsmuzQ7QYq2dALCRRLIBqLhKx0RERERERERERMQjVxIkes4Y86AxpvHs18DAgNcliYiIiIiIiIiIzEhXEiS6QIkxJh5gchpyBZERhFfj2LtYax+y1paf/UpPT7+Cf46IiIiIiIiIiIicz2UHidbadmAn8KnJu+4DGq21x6/GscutU0RERORKvXqsk5beYa/LEBEREZFZxFrL4OgEbvcQuxrO8PLRDq9LurTNVowx/wTcARQDXUC/tXahMWYJkV2V84hslPIZa+2+ye+Z8mMXo8WtRUREZCqFw5a/ffE4337hKDcsLuD7n9l4Vf8+bbYS+9SPioiIyIWMTYTpHhyjc2CUzoFRugbG6BocpWtwLPLngXP+PDjKyHj4re+N8xmOff3j+HzmqtZ4oZ40/lJOYK397HnuPwJcO13HRERERKZL9+AYvxfYzStHO1hWksn/unuF1yWJiIiISJSx1tI/OkFn/yidk0FgJCScDAgHIqHg2eCwb2TigudLjPeRn5ZIXnoSi4rSyU1LJD89iby0RHLTEglbi4+rGyReyCUFiSIiIiKzya6GM/zOj3fS3DtCdaXD//rECpIT4rwuS0RERESmQThs6Rkej4R//aN0TAaDZ293To4a7OwfpXNwjLGJ8HnPZQzkpiaSl57IitIs8jMioWB+eiQsPBsUnr2dlhhHZMuQ6KQgUURERGSStZYfvn6ar287iM8Yvrl5NVWVjtdliYiIiMgVstbSOzxOx2Qw2DE5grCj/+yfI18d/aN0D44xET7/UoCJcT7y0xPJz0hiaUlmJBjMSHorEMxPTyJv8r85qYnEXeWpyNNJQaKIiIgIMDA6wR8+spen9rYwJy+Vf/i19awozfK6LBERERG5gKGxibfCwHNDwnfe7hwYZTx0/nAwOcFHQUYSZTkprHGyyU9PoiD93IAw6a3wMCMpPqpHDV5NChJFRERk1jvU0sfv/HgnJzoHuW1FEX95/xoykxO8LktERERkVgqHLV2DkdGC7f0jk/99d0DY3jfC4FjovOdJjIuEg4WZyawozaRgMhQsyEiiID2J/HP+G+1TiqOFgkQRERGZ1erqXf7ksf2EwpY/uXM5v/GhuWoiRURERK6C8VCYzoFR2vtGaesbof2tgHCE9r7RydsjdA6MEbrA1OK8tEQKMpJYPyfnrVCwIOPtr8LJwDArJUF93RRTkCgiIiKz0vBYiD99fD9bdjRSkpXM331yPRvm5HhdloiIiEjMeWdA2NYfGS14Nixs64uEhV2DY9jz5IMJcYaC9CSKs1JYXZ5NYUYShRnJFGZGgsLCzMjtvPREEuJ80/sPlLcoSBQREZFZ53j7AL/z450caevnI0sKeKhqLblpiV6XJSIiIhJVwmHLmaEx2s4GhH0jtPaN0NY3GRT2R/7cOTB63oAwKd5HYWYSc/LS2Dgvl8KMZAoykijKTI6EhZlJFGUkk52q0YOxQEGiiIiIzCqP7WriS1v3MTIe4gu3LuZzH1mIbwbtpCciIiJyKUbGQ7T1jdDSOxkQ9kZCwva+UVonb7f3j5x3g5KEOENhRjJOTgqVc3IozEiiKCuZoozkSEiYGZlirOnFM4uCRBEREZkVRsZDfPWJA9QGXQozkvh/n/bzgfl5XpclIiIiMqWstfQNT9DSNxwJB3vPCQvPCQx7hsbf8/uNgby0JIqzklhanPFWOFicFdm0pHhyJGFuWqICwllIQaKIiIjMeG92RKYyH27t58OL8vnr6rXkpyd5XZaIiIjI+2Kt5czQOC29w28FhC29w7RMBoZn7xsef++djJPifRRnJbO4KIOSrEgoWJSZTHHW2/8tzEjSGoRyXgoSRUREZEbbuquRP966n5HxEL//0cX8zo2ayiwiIiLR5+xIwubeYVp6h2numQwJe341MBydCL/n92ckxVOSnYx/Xi4lmckUZSW/FRYWT/5Z04zlSilIFBERkRlpeCzEV57YT119I4UZSfzrf/Zz7QJNZRYRERFvjIyHaOkdoblnmKaeYZp7IiFh82RA2NwzzNDYe48kzEyOpyQrhWsX5E2GgymUZEfCwZKsZIqzUkhPUsQjV59+ykRERGTGOdrWz+/8eCfH2ge4fnEBD1Wt0VRmERERuWqstXQNjtF0ZvicoHCEpp4hmnsiIWHX4Nh7fm9KQhwl2cmsr8ihJCuZ0uwUSrOTKcmK/FchoUQT/SSKiIjIjGGtZcuORv708f2Mhyz/82NL+O3rF2gqs4iIiFyR8VCY1t4RmnqGaToz/NZ/m3vfvv1eU459Booyk5mXn8aHFuZTkp1MWXYKpVkpb/1Z040llihIFBERkRlhYHSCP966j8d3N1OSlczfPrCOyrm5XpclIiIiMWB0IkRLzwiNZ4ZpPDNEU88wjWciIWHjmSFa+0YI23d/X2piHGXZkSnHZdkplGanUJ6TMjmqMIWijCTitXGJzCAKEkVERCTm7W/q5Xf/fSenuoa4ZVkRf7l5NTlpiV6XJSIiIlFiPBSmpWcE98wQjWeGcLsjAWEkOBymrX8E+x5BYXZqAuU5Kawqz6IsO5XynBTKclIomwwMNZpQZhsFiSIiIhKzrLX8v9dO8efPHMJg+Mpdy/n0B+eqoRcREZllwmFLx8AobvcQDd2RoNA9M4TbHQkLW3qH33NEYW5aIuU5Kayfk015Tipl2Sk4uSmUZadSlqO1CUXeSc8IERERiUlnBsf4g4f38vyhNubmpfJ3n1zPyrIsr8sSERGRq2RwdIKGt4LCoV/5s3tmmLH3WKMwIzkeJyeVlWWZODmpOLmRUYVObiQ0TFNQKPK+6BkjIiIiMef1N7v4/wK7ae0b4Z61pXx90yqNGBAREYlx1lra+0c53TUZEnYN0tA9xOnJsLBz4N27HifG+yjPSeGDC/JwclKpyE3FyU2hfDI0zEpJ8OBfIjJzqeMWERGRmDERCvM3Lxzjb186TkpCHH91/xruW1+mqcwiIiIxYiIUprlnhNPdg5zqGuJ05yCnu4do6BridPcgI+PvHlWYn55ERW4qH15UgJMbCQvPfhVmJOHzqQ8QmS4KEkVERCQmNJ4Z4vdqd1N/+gwrSjP52wfWMb8g3euyRERE5B3GQ2EazwxzqmuQU52DnO4a4lRX5L9u9xAT71isMM5nKM9JwT83lzl5qczJTaMiL5U5eak4OamafiwSRfRsFBERkaj3zL4WvvjIXvpGJviND83jix9fQlJ8nNdlySxhjPkM8D1gk7X2MY/LERGJCqGwpblnmBOdkbDw5OTXqa5BGs8ME3pHWJgY72NObiofWVLI3MmQcE5eGnPyUinNTiEhzufRv0RE3g8FiSIiIhK1hsYm+LOnDvIf211y0xL53qcruWlpkddlySxijJkL/CbwhseliIhMO2sjOyGf7BjkxDlh4cnOQRq6hhgL/eo05LNh4U1LC5mXHwkJ5+WlMTc/jeLMZE1BFpkBFCSKiIhIVNrf1Mvna3dxomOQDy/K51v3r6EwM9nrsmQWMcb4gH8B/jvwLY/LERG5aobGJjjZOciJjsmvzgFOdEQCw4HRiV95bLzPUJGbynWL8pmXHwkJI2FhKqVZKQoLRWY4BYkiIiISVcJhy/deO8k3f3IEi+VLty/lv143X29MxAsPAq9Za3ecb0MfY8yDk48DICsra5pKExF5f6y1tPWN8mbHAG92RILCNzsGeLN9gObekXc9vigziVVlWcwrSGN+fhrzC9KYm5eGk5uqacgis5iCRBEREYka7X0jfOHhvbxytIN5+Wn8Tc06VpUrmJHpZ4xZCdwHXH+hx1lrHwIeOnu7vLzcXuDhIiJX3UQozOnuIY63D3C8PRIURsLDd48uTEmIY15+Ghvm5r4VFi4oSGdefpo2OBGR96RXBhEREYkKLxxq4w8e3kv34Bj3byjnq3ev0JsY8dKHgbnAscnRiMXAd40xJdbaf/SyMBERgNGJECc7BznWNsCx9gGOt/dzvH2Ak52DjId+9TONgozI6MIFhZGgcEFBOgsK0ynRuoUi8j6pOxcRERFPDY+F+D9PH+JHb5wmMzmev//keu5YXeJ1WTLLTYaFbwWGxpifAd/Wrs0iMt1GxkOc6BjkWHs/R9v6OdYWGWl4qmuQczdGNgacnFSuX1TAwsJIULiwMBIaZqUkePcPEJEZRUGiiIiIeOZgcx+fr93F8fYBrpmfy0NVaynNTvG6LBERkWk3HgpzqnOQI239HG3t58hkaPjOwDDOZ5ibl8qty4tZVBQJC88GhskJcd79A0RkVlCQKCIiItMuHLb8y6sn+KufHiVsLf/zY0v47PULiNP0KolS1tqPeF2DiMwM1loazwxzZDIsPNIa+TrROfArU5J9Bubmp3Hr8mIWF6WzqCiDRUWR9QuT4hUYiog3FCSKiIjItGruGeb36/bw+oku5uen8e2atawuz/a6LBERkSnXNzLOkdZ+Drf0cbi1n8OToeE7Nz0py07h+kUFLC7OYElRBouLMphfkKYRhiISdRQkioiIyLR5am8zX3p0H30jE/zaByr44zuWkZqodkRERGJbOGw53T3EoZa+ya9+DrX00dQz/CuPy05NYEVpJstKMllclMGS4gwWF6WTkaw1DEUkNkxJ526MuR34OuCbPOdfWmt/YIwpBH4ILABGgc9Za1+Z/J7LOiYiIiKxp29knK8+foBHdzWRl5bIv/x6JbcsL/K6LBERkfdteCzE4dZIWHiwpZeDzZHRhkNjobceE+8zLCxM5561pSwtyWRpcQbLSjIpzEhicid4EZGYdMVBoom8Cv4b8BFr7V5jzFzgsDHmUeAbwBvW2o8ZY/zAVmPMPGvt+BUcExERkRjyyxNdPFi3h6aeYW5cUsA3N6+hICPJ67JEREQu6szgGAdb+jjQ3MuB5j4ONPdxomPgVzY/yUlNYK2TzfKSyEjDpSUZLCxM1zqGIjIjTdVcIgtkT/45E+giMpKwClgIYK0NGmOagRuA56/gmIiIiMSA0YkQDz17lO/+/ARJ8T6+fs9Kfu0DFRqJISIiUam9f4QDTX3sb+plf3Mv+5vePTW5IjeV21YUs6I0k+WTU5SLM5P1u01EZo0rDhKttdYYUw08aowZBHKAe4EMIMFa23rOw08BFcaYvMs59s6/2xjzIPDg2dtZWVlX+s8RERGRKXCktZ/fC+zmUEsfa8qz+OvqtcwvSPe6LBEREQDa+0bY19Qb+WqM/Le9f/St43E+w6LCdO5dX8aK0qy3gsNMrWUoIrPcVExtjge+DNxrrX1lciryE8DaKz33xVhrHwIeOnu7vLzcXuDhIiIicpWFw5bvvXaSb/70CKGw5X/cvIjfvWkhCXE+r0sTEZFZqntwjL2NPexr7GVPYy/7mnpo63s7NEyIMywuyuCmpYWsLMtiZVkWS4sztGOyiMh7mIqpzWuB0rOboUxORW4EVgMTxpjic0YXzgUarLVdxpj3fWwKahUREZGrxO0e4gtb9vDLk93MzUvlr6vXsq4ix+uyRERkFhkam2B/Ux973B72NEa+3O63pyfH+wxLijO4cUkhq8qzWFWWxZLiDK1nKCJyiaYiSHSBEmPMMmvtIWPMQiK7LR8BtgC/DXx1cqRiGfDy5Pdd7jERERGJItZatuxo5GtPHmRgdIJfv3YOf/jxpaQmTtVSzCIiIu8WCluOtw+w2z3DbreHXQ09HG3rf2sjFGNgQUE6960vZ3V5FqvLs1hWkqmRhiIiV2Aq1khsM8b8FlBnjAkDPuB3rbUNxpgvAj8yxhwDxoBPnbPz8uUeExERkSjROTDKHz26j+cOtlGUmcQ//Np6rl9c4HVZIiIyA3UNjLKroYdd7hl2NfSwt7GXgdGJt44XZyZz6/Ji1jjZrHEiow0ztKahiMiUMtbOnGUFy8vLbWNjo9dliIiIzAo/2d/KH2/dR9fgGHevKeXPPrGSrFS9YbsSxpgma22513XI5VM/KjI1QmHLkdZ+djScYdfpM+xsOMOprqG3jqckxLGqPIt1Fdmsc7JZ6+RQnJXsYcUiIjPHhXpSzTkSERGR96V3aJyvPnmArbuayE5N4G8fWMdda0q9LktERGLYwOgEuxrOUH8qEhruauj5ldGG8/LTuHddGevm5LC+IpslRRnEayMvEZFppyBRRERELtnLRzv44sN7ae0b4aalhXzj3lUUZmoEiIiIvD9tfSMET3VTf+oMwVPdHGrpe2ttw6R4H2ucbDbMyWFDRQ7rKrLJS0/ytmAREQEUJIqIiMglGByd4P88fYgf/7KB9KR4vnnfau6vLMcY43VpIiIS5ay1nO4aYvvJbraf6mb7yW4aut+eppyfnsity4upnJtD5dxclpdkkhiv0YYiItFIQaKIiIhc0OtvdvEHD++h8cww187P4y/vX015TqrXZYmISJSy1vJmxyBvnOjilye7+eWJLtr7R986Pjcvlfs3lOOfl4t/bi5z81L1wZSISIxQkCgiIiLvaWhsgm/+5Ajf/8UpUhLi+F93r+A/XTMHn09v9kRE5G3WWk50DvKLN7si4eGJbjoH3g4OlxZn8LGVxWycl8vGublaEkNEJIYpSBQREZF3qT/VzRe27OFU1xD+uTn85eY1zM1P87osERGJEm73EL94s5NfvNnF62++PeLQGFhWnMlda0r4wLw8PjAvl5y0RI+rFRGRqaIgUURERN4yPBbiW88e4V9fO0linI8v37GMz3xoHnEahSgiMqt1DYzyize7+MWbnbx6vBO3e/itY0uKMrh9VQnXLogEh9mpCg5FRGYqBYkiIiICREYh/sHDeznZOci6imz+cvMaFhame12WiIh4YGQ8RP2pM/z8WAc/P9bJwZa+t47NyUvlkx+o4IML8rhmfh752lFZRGTWUJAoIiIyyw2PhfirZ4/wvddOkhDn40u3L+W/XDdfoxBFRGYRay3H2gd4+UgHrxzrYPvJbkYnwgDkpSVy95pSPrQwjw8uyMfJ1YZbIiKzlYJEERGRWSx4qpv/qVGIIiKzUu/wOL843snLRzt4+WgHLb0jACTG+fDPy+HDiwr48KJ8lhVnaqMtEREBFCSKiIjMSmd3ZP7B66dI1ChEEZFZwVrLkbZ+XjrcwUuH29nRcIZQ2AIwvyCNz3xoLtcvLuCaeXmkJMZ5XK2IiEQjBYkiIiKzzC/e7OSLj+zF7R6mck4O39y8mvkFGoUoIjITjYyHeO14Jy8ebudnRzpo6olskpKSEMeNSwq4YUkhH1lcoOnKIiJySRQkioiIzBL9I+N845nD/PiXDaQkxPGVu5bz69fO1ShEEZEZpr1/hBcPtfP8oXZePd7ByHhkrcO5eal85kNzuXFJIR+Yn0tSvEYdiojI+6MgUUREZBZ46XA7f7x1H829I1wzP5e/uG81c/LSvC5LRESmyPH2fn56oI1nD7axx+0BIM5nqJyTw0eXF3HT0kKNPhcRkSumIFFERGQGOzM4xteeOsjWXU2kJ8Xz9XtW8smNFVo0X0QkxoXDlt2NPTx7oI1nD7ZyomMQgIykeO5cXcIty4r4yJICslMTPa5URERmEgWJIiIiM5C1lm37WvjK4wfoGhzjxiUF/O9NqyjNTvG6NBERuUyhsCV4qpuf7G/lJ/tbae2L7LJcmJHEr32ggltXFHPt/DwS430eVyoiIjOVgkQREZEZprV3hD95fD/PHWwjJzWBb1ev5RNrSzFGoxBFRGLNRCjML092s21fC88eaKVzYAyAOXmpfPaG+dy2opi15dkaaS4iItNCQaKIiMgMEQ5baoMuf/70IfpHJ7hzdQlfvXsF+elJXpcmIiLvQ3hy5OFTe1t4Zn/LW+HhwsJ0HthYwcdXlrCsJEMfEImIyLRTkCgiIjIDnOgY4I8e3ccvT3ZTnJnMX1ev5ZblRV6XJSIil8hay97GXh7f3cxTe5tp7x8FYH5BGp/8wBzuXF3C4qIMj6sUEZHZTkGiiIhIDBsPhfnnn5/g288fY2wizKeuqeCLH1tKRnKC16WJiMglONk5yGO7mnhiTzMnOyMbplTkpvK5jyzgztWlGnkoIiJRRUGiiIhIjNrt9vCHj+zlcGs/8/PT+MZ9q9k4L9frskRE5CK6B8d4ck8zj+5sZE9jLwD56Ul85kNz+cTaMtaUZyk8FBGRqKQgUUREJMYMjE7wrWeP8P1fnCLeZ/j8TQv53I0LSU6I87o0ERE5j7GJMC8ebufRnY28dKSd8ZAlLTGOe9eXcc/aMj64II/4OO22LCIi0U1BooiISAx58XAbX966n+beEdZXZPON+1ZrzSwRkSh2uLWPQNDlsV1NnBkaxxi4bmE+960v59YVRaQm6i2ZiIjEDv3WEhERiQHtfSP8rycPsm1fC+lJ8fzZJ1bwax+Yg8+nqW8iItGmb2ScJ/c0Uxd035q6vKAgjd+6fgGb1pVRnJXscYUiIiKXR0GiiIhIFAuHLT/e3sA3nzlM/+gEt60o4qt3r6AkK8Xr0kRmPGPMs0AxEAb6gc9ba3d5W5VEK2stu90e/v2XDTy5t5mR8TCpiXFUVZZT7XdYX5GjdQ9FRCTmKUgUERGJUodb+/ijR/exq6GHkqxkvlW1hltXFHtdlshsUmWt7QEwxmwCvg+s8bIgiT4DoxM8vruJH7/RwMGWPgDWOtnU+B3uXFNKepLecomIyMyh32oiIiJRZngsxHdeOMa//PwEYWv5zIfm8vu3LtGbUZFpdjZEnJQFWI9KkSh0rK2fH7x+iq07mxgcC5GWGMenrqngkxvnsLw00+vyRERErgq9IxEREYkiLx5u408fP0DjmWFWlGby5/euYnV5ttdlicxaxpgfAjdO3rz9PY4/CDx49nZWVtY0VSZeCIUtLxxq4wevn+K1410ALC/J5FPXzOHutRp9KCIiM5+xduZ8sFpeXm4bGxu9LkNEROR9a+0d4X89eYBn9reSlhjH79+6hF+/dg7xcT6vS5NpZIxpstaWe12HvJsx5j8D1dbad4WJ51I/OjP1jYxTu72BH75+msYzw8T7DB9bWcxnPjRXax+KiMiMc6GeVB+ZiYiIeGgiFOaHr5/mW88eYXAsxMdXFvOVu1ZoR0+RKGOt/YEx5v8aY/KstV1e1yPTw+0e4v+9dopAsIHBsRD56Yl8/qaF/No1cyjK1Ou0iIjMPgoSRUREPLKz4Qxf3rqfgy19lOek8LefXMFNS4u8LktEAGNMNpBqrW2evH0P0AV0e1iWTJM9bg///PMTPLO/lVDYsqQog//y4Xl8Ym0pSfFxXpcnIiLiGQWJIiIi06xnaIy/+MkRaoMNxPsMv3PjAn73xkWkJOrNqUgUyQK2GGNSgDDQAdxpZ9K6QPIrrLX84s0u/v6l4/zizcig0w8vyue/fng+1y/K1/RlERERpihINMYkAd8CbgNGgD3W2k8ZYxYBPwDygV7g09baA5Pfc1nHREREYlU4bHlkZyN//sxhugfHuHZ+Hn92zwoWFmZ4XZqIvIO19jSw0es65OoLhy3PHWrjH146zp7GXuJ8hnvWlvLZGxawrES7L4uIiJxrqkYkfgOwwGJrrTXGFE/e/0/Ad6213zfGbAa+D/iv8JiIiEjMOdjcx58+vp/602fIT0/i29Vr+cTaUo1wERHxSChseWpvM3/34nGOtQ+QGO/jU9dU8NnrF+DkpnpdnoiISFS64l2bjTFpQAtQbq3tO+f+QuA4kGutnTCRd0otwHVA3+Ucs9Yev1At2iVPRESiTd/IOH/93FF+8ItTAPz6tXP5/z66mKyUBG8Lk6ikXZtjn/rR6BcOW7bta+E7LxzjePsAaYlxfOqaOfyX6+ZRqA1URERErvquzQuILDr9JWPMLcAw8FWgB2ix1k4ATI5UbAAqiExXvpxjvxIkGmMeBB48ezsrK2sK/jkiIiJXzlrL47ub+d9PH6Kjf5T1Fdn82T0rWVGq31UiIl4Ihy3P7G/lOy8c5WjbAKmJcfy3jyzgNz88n9y0RK/LExERiQlTESTGA3OAg9baPzTGrAOeA+6YgnNfkLX2IeChs7fLy8u1+LWIiHjuUEsfX3n8ANtPdZOblsg371vN5g3l+HyaxiwiMt2stbx8tINv/uQIB1v6SEmI47M3zOe3PjyfvPQkr8sTERGJKVMRJDYQ2cnuxwDW2l3GmJNEwsUSY0z8OVOUKyYf33eZx0RERKJW73BkGvOP3jhN2Fo+dU0FX7h1CdmpGukiIuKF3W4P33jmEG+c6CYx3sdvfngen71hAfkKEEVERC7LFQeJ1tpOY8wLRHZsftoYMw+YB7wG7AQ+RWSzlPuAxrPrHBpjLuuYiIhItDm7G/Nf/OQwnQNjrK/I5mufWMnKMk1jFhHxwomOAf7yp0d4Zn8rPgNVleX83i2LKc1O8bo0ERGRmHbFm60AGGPmA/8K5BMZnfg1a+0jxpglRMLAPCIjDT9jrd03+T2XdexCtLi1iIhMt72NPXzliQPsaughPz2RL35sKfet1zRmuTzabCX2qR/1Vu/QON954Rg/fP0UE2HLR5cX8T9vW8KiogyvSxMREYkZV3uzFay1J4Ab3+P+I8C15/meyzomIiISDboGRvnmT45Qt8PFZwyf/qB2YxYR8cpEKMx/bG/goeeOcmZonDVONn9yxzIq5+Z6XZqIiMiMMiVBooiIyGwxEQrzozdO89BzR+kfmeDa+Xl89e4VLCnWaBcRES+8eqyTrz11gKNtAxRlJvFQ1RruWVumkeEiIiJXgYJEERGRS3Tum9Wy7BT+4r7VfHxlMZF9wUREZDq19Y3wtacOsm1vC0nxPj5/00I+e8MC0pL0FkdERORq0W9ZERGRi2joGuLr2w7y7MG2yJvVmxfx325YQEpinNeliYjMOqGw5Yevn+Jbzx5lYHSCW5cX8ad3Lac8J9Xr0kRERGY8BYkiIiLnMTg6wT/87Dj//POTjE2EuWNVCX90+1K9WRUR8cget4c/fmwf+5v6KMtO4a+r1/LR5UVelyUiIjJrKEgUERF5h3DYsnVXE9/86WHa+kZZVpLJV+5azjXz87wuTURkVhoeC/GtZ4/wr6+dJM4YfvuGBXz+5oWkJurtjIiIyHTSb14REZFz7DjdzdeePMiexl5y0xL5+j0reWBjBXFatF9ExBP1p7r5g4f3crJzkLVONn9x32ptcCUiIuIRBYkiIiJAc88w33jmME/saSbeZ/iv183jv9+8iKyUBK9LExGZlYbHQvzVs0f43msnSYjz8aXbl/JfrpuvD3ZEREQ8pCBRRERmtcHRCf7vy2/y3VdOMDoR5pZlhXzp9mXML0j3ujQRkVlrx+kzfGHLHk52DrK+Iptvbl7DwkK9LouIiHhNQaKIiMxKobDlkR2N/OWzR+joH2VxUTpfvmM51y8u8Lo0EZFZKxS2/P1Lx/nOC8eI9xn++PZl/MZ18zQKUUREJEooSBQRkVnnF2928vWnDnGwpY+8tET+96aVVFc6xMf5vC5NRGTWau4Z5v8L7OaXJ7tZWpzB3zywjsVFWgtRREQkmihIFBGRWeN4+wDfeOYQzx9qJzHOx2/fsIDfuXEBGclaB1FExEs/2d/KFx/ZS+/wOP/52jn80e3LSE6I87osEREReQcFiSIiMuN1DYzy7eeP8e/bGwiFLXeuLuGLH1uKk5vqdWkiIrPa6ESIrz91iB+9cZqc1AT+5dcruWV5kddliYiIyHkoSBQRkRlrZDzE/3vtFP/w0nH6RydYX5HNl+9czvqKHK9LExGZ9dr6Rvjtf9vBroYerp2fx7dr1lKUmex1WSIiInIBChJFRGTGCYctj+9p4q9+epSmnmGc3BS+cd9qbl9VjDFasF9ExGvBU938t3/bSefAKJ+9fj5/cNsSrVMrIiISAxQkiojIjPLa8U7+z9OHONDcR1ZKAl++Yxn/6do5JMVrrS0REa9Za/nh66f5s6cOkhjv4+8/uZ47Vpd4XZaIiIhcIgWJIiIyIxxu7ePPnz7My0c7SIzz8VvXz+d3PrKQrFRtpCIiEg1GJ0L88db9PLyjkbl5qfzTf6pkSbF2ZRYREYklChJFRCSmNfUM89CzR3l0VyPWwj1rS/n9W5doIxURkSjSOzTOZ/+tnjdOdHPT0kL+unot/3979x2dV33nefz9U7eqZcmybMm2bMsdbDDFhJaEnoQ0yJAhYdPbzGQyG4ZMMpmaOXt2MzObbHY2ZcNCCOkFJr2TUE23wYABd9mWbcmWrd6l57d/SCYOAQxY1r2S3q9zdPQ89z6Wvse/51799NGvlE3zDz2SJE00BomSpAmpvWeQL9yxja/e28DAUIZz6iv4xGXLObm2LOnSJElHaWzt4d03PcTWA1286+w6/uHyFWRnuV6tJEkTkUGiJGlC6Rsc5uZ7G/jC7dvo6BtixexSPvGaZZy3uNKNVCQpZZ7Y2867v/oQBzv7+fvXLee95y7wXi1J0gRmkChJmhCGhjPcsr6Rz922laaOPmqmT+NTb1zJG1fXkOXIFklKnds3H+AvvrmBoUzki29fw2tPdlMVSZImOoNESVKqxRj51aYm/v1Xm9l+sJsZRXn84+UrePtZ89yJWZJS6keP7uXa722kpCCHr73jdE6vm5F0SZIkaQwYJEqSUuvebS386682s3FPG4V52XzkwsW8/7wFlBS4QL8kpdUt6xv5m1s2Mqu0gG+8by2LZhYnXZIkSRojBomSpNR5ZHcr//PXm1m37RC52YF3vmI+H75gMTNL8pMuTZL0Ar7z4G7+9gePM6dsGt9+/1nMqyhMuiRJkjSGDBIlSamxuamTz/x6M79+spmsAFeuqeW/XrSYuTP8RVSS0u7r9+/iH374BHNnjISIteXeuyVJmmwMEiVJidt1qJvP3baVHz66lxjhspXV/PUlS1g8qyTp0iRJL8JN63byqZ88SV1FId/+wFnMLpuWdEmSJOkEMEiUJCVmX1sv/+d3W/new40MZyLnLa7kukuWsnru9KRLkyS9SF+7r4FP/eRJFs4s4tvvP4tZpQVJlyRJkk4Qg0RJ0rg72NnPF+/Yxjfv383AcIYz6sq57pKlrF1YkXRpkgRACKEA+A6wAugFDgB/FmPclmhhKfPTx/bxTz/exMLKIr7zgbOoKjFElCRpMjNIlCSNm8PdA3z5zu3cfF8DfYMZTq4p468vWcIrl8wkhJB0eZL0bNcDv4gxxhDCh4EbgFclW1J63Lu9hWu/u5GZxfnc/J4zDRElSZoCDBIlSSdce88g/+/uHdy0bifdA8MsnVXCRy9ewqUrZxkgSkqlGGMf8POjDt0PXJdQOanz5L4OPvi19eTnZHHze850UyxJkqYIg0RJ0gnT0TfIV+7ZyY1376Szf4hFM4v46MVLeO1Js8nKMkCUNKH8FfCjZx8MIVwLXHvkeVlZ2XjWlIg9h3t4500P0j+U4eb3nMny2aVJlyRJksaJQaIkacx19A1y0z0N3HjPDjr6hqirKORf3rSSN6yuIdsAUdIEE0L4JFAPXPjsczHGzwKfPfK8trY2jmNp4+5QVz/v+MqDtHT184W3reEVi1zbVpKkqcQgUZI0Zjr7BrlpXQM33D0SIM6bUcg/XL6CN59aQ052VtLlSdJLFkK4DrgCuCjG2JN0PUkaGMrwwa+vZ2dLN//yxpW89uTZSZckSZLG2ZgFiSGEdwNfAd4cY/xhCKEK+BqwCOgH/jzGeNfoa1/WOUlSOnX0DfLVdQ3ceM9O2nsHmTejkL8fDRBzDRAlTVCj05avZiREbEu4nMT9958/xcO7WnnvuQt4xyvqki5HkiQlYEyCxBBCHfB+RhahPuLTwP0xxstCCGcAPwghLIgxDh7HOUlSirT3jqyB+JV1O+nsG2LujGn83WuX8+Y1BoiSJrYQQi3wGWAHcPvoxlD9Mca1iRaWkB89upev3tvAmQtm8LevWZZ0OZIkKSHHHSSGELKAG4C/ZKSzdcRVjKwlQ4zxoRDCPuCVwG3HcU6SlAJtPQN85Z6d3LSugc7+IeZXFPKPl6/gTY5AlDRJxBgbARd1BTY3dfKJWx+nqiSfz7/tVJeqkCRpChuLEYnXAutijOtH/1JLCKECyI0xNh31ugZg3ss991zfeCrukidJSWrp6ueGu3fy9fsa6B4YZmFlEZ9640resHqOv1hK0iTU0TfIh76xnsHhDF98+xqqSgqSLkmSJCXouILEEMJJwJXA+WNTzksz1XbJk6SkHOjo48t37eCbD+yibzDD4qpiPnxBPZevmuMuzJI0SWUykb/+3kZ2tnTzz69fwel1M5IuSZIkJex4RySeB9QBW0dHI1YD1wP/BAyFEKqPGl1YB+yOMR4KIbzkc8dZpyTpZdhzuIfr79rBdx/ew8BQhuWzS/nIBfVcurKaLANESZrU/u9d2/nNk828YfUc3nl2XdLlSJKkFDiuIDHG+CXgS0eehxDuAD43umvzWuBDwD+PbppSA9w5+tLvv8xzkqRxsO1AF1+8Yxs/enQfw5nI6toy/vKCxVy4vIojy1hIkiavJ/a285lfb2HJrGI+feXJ3vslSRIwRrs2P4+PA18PIWwFBoBrjtp5+eWekySdQE/sbecLt2/jl5uaiBHOWjiDD796MefUV/hLpCRNEQNDGa77/kYC8Lm3nkph3on8lUGSJE0kY9oriDG+6qjHzcAlz/O6l3VOkjT2Yozcv+MwX7xjG3dvbQHggmVV/MWrF3HafNfDkqSp5ot3bOPppk4+cuFiVswpTbocSZKUIv55UZKmqEwmcttTzXzpzu08sruNrACXr5rNn71qESvnlCVdniQpAU/t7+Dzv9vGsuoSPvzq+qTLkSRJKWOQKElTzMBQhh9v3Mf1d21nS3MXedlZXH3mPD54/kLqKouSLk+SlJDB4Qwfu2UjEfj3t6wmLycr6ZIkSVLKGCRK0hTR1T/Edx7czY337GR/ex/F+Tl84PyFvPfcBcwqLUi6PElSwq6/awdP7O3gz1+1iJNrHZkuSZL+mEGiJE1yBzv7ufneBr52XwMdfUNUFufzN5ct5e1r51M2LTfp8iRJKbCluZP/fdtW6quK+ciFi5MuR5IkpZRBoiRNUtsPdnHD3Tu4dcNeBoYyLKgs4hOvWc4Va2ooyM1OujxJUkoMZyIfu+UxhjIZ/v0tq/wZIUmSnpdBoiRNIjFGHt7Vypfv3MFtTzUDcOq86Xzw/IVcvKKa7KyQcIWSpLS5dUMjG/e08b5zF3DqvPKky5EkSSlmkChJk8DQcIZfbmrihrt38uieNkKAi1fM4oPnL+S0+eWEYIAoSfpjfYPD/K/fbKG8MJePXOSUZkmS9MIMEiVpAuvsG+S7D+3hpnUN7G3rJT8ni6vPnMv7zlvIopnFSZcnSUq5m+9tYH97H/9w+QpKC1w3V5IkvTCDREmagBpbe7j53ga+8+AeOvuHqCjK46MXLeGas+ZRUZyfdHmSpAmgvWeQL9y+jZrp07jmrHlJlyNJkiYAg0RJmiBijGzY3cqN9+zkl080kYlQX1XM3527gDed6gYqkqSX5ot3bqOjb4hPvXEl+Tn+DJEkScdmkChJKTc4nOEXTzRx4z072binDYDzl8zkvecu4PzFla5/KEl6yfa19XLTugaWzy7ljatrki5HkiRNEAaJkpRSh7r6+faDu/n6/bto7ugfXf9wHu85p47Fs0qSLk+SNIF97rYtDAxl+MRrlpGV5R+kJEnSi2OQKEkp8+S+Dm5at5MfbdzHwFCG6tICPnbpUq4+cx4zivKSLk+SNMFtae7klvWNnL2ogvMXVyZdjiRJmkAMEiUpBQaHM/x6UzM339vAgw2HAThtfjnvPqeOS1dWk5udlXCFkqTJ4t9+uZlMhI9ftszlMSRJ0ktikChJCWrp6ufbD+zmmw/spqmjj7zsLK44tYZ3nVPHqtrpSZcnSZpk1u86zG1PNfO6VbNZPXd60uVIkqQJxiBRksbZyO7LbXzj/l387LH9DAyPTF++7pIl/OmZ86gszk+6REnSJHXjPTsB+OhFSxKuRJIkTUQGiZI0TnoHhvnxxr187b5dbNrXAcCZdTN459l1XLJyltOXJUknVFN7H7/a1Mx5iyuprypOuhxJkjQBGSRK0gm2/WAX33pgN7esb6S9d5DCvGyuOWse15w1n2XVpUmXJ0maIr714G6GM5F3vKIu6VIkSdIEZZAoSSfA4HCG3zzZzDfu38W92w8BUF9VzLUXL+GKNTWUFOQmXKEkaSoZGMrw7Qd3UzN9Ghcsq0q6HEmSNEEZJErSGGps7eG7D+3hOw/t4WBnP7nZgctXzeaas+azdsEMd8eUJCXiV5uaONjZz99ctpTsLH8WSZKkl8cgUZKO09Bwht89fYBvPbibO7ccJEaomT6Nj126lKtOn8vMEjdPkSQl6+v37SIvO4u3nj436VIkSdIEZpAoSS9TY2sP33u4ke89tIemjj6yswIXLZ/F29bO4/zFMx3xIUlKhaf2d/Bgw2GuWFNDRbF/3JIkSS+fQaIkvQQDQxl++1Qz335oD3dvHRl9OKesgGsvXsJVp8+luqwg6RIlSfoDX7tvF4CbrEiSpONmkChJL8L2g11876E93LqhkZauAXKyApesmMWfnunoQ0lSerX3DvLDR/ayqraMU+ZOT7ocSZI0wRkkStLz6O4f4meP7+d7D+3h4V2tANRVFPLecxdy5Wk1VJU4+lCSlG63rm+kd3CY/3LW/KRLkSRJk4BBoiQdJcbIht2tfP/hRn6ycR/dA8Pk52Tx5lNruOr0uaxdMIMsRx9KkiaATCbyjft3Mb0wl9evnpN0OZIkaRIwSJQkoKm9j1s3NHLr+kZ2tHQDsKq2jKtOn8vrV8+hbFpuwhVKkvTSrNvewo6Wbj54/kIKcrOTLkeSJE0CBomSpqy+wWF+82Qzt6xv5O6tB8lEqCjK473nLuAtp9WyfHZp0iVKkvSyfe/hRgDevtZpzZIkaWwYJEqaUmKMrN/Vyq0bGvnpY/vp7BsiOytwwbJZ/Mnptbx6aRV5OVlJlylJ0nEZHM5w5+YDrK4tY15FYdLlSJKkScIgUdKUsOdwDz94ZC//uaGRhkM9AKyYXcoVa2p44yk1zCzJT7hCSVLahBD+A3gDMB84Ncb4aLIVvXjrd7XS0TfEBctmJV2KJEmaRAwSJU1a7T2D/PTxffxgw95ndl2uLM7nfecu4EqnLkuSju0W4N+Ae5Iu5KX63dMHALhweVXClUiSpMnkuIPEEEIB8B1gBdALHAD+LMa4LYRQBXwNWAT0A38eY7xr9N+9rHOS9EL6Boe5Y/MBfvjIPn739AEGhjMU5GbxhtVzePOaGs6rryQn26nLkqRjO6pvmnQpL9lvn2pmVmk+K+f4RzNJkjR2xmpE4vXAL2KMMYTwYeAG4FXAp4H7Y4yXhRDOAH4QQlgQYxw8jnOS9AeGM5EHdhzih4/u5RdPNNHZN0QIcPaiCt50Sg2XnVRNSYG7LkuSxl4I4Vrg2iPPy8rKEqxmRENLN9sPdnP1mXMnZAgqSZLS67iDxBhjH/Dzow7dD1w3+vgqoH70dQ+FEPYBrwRuO45zkkSMkcca2/nxxn389LF9NHf0A7ByTilvOqWG16+eQ3VZQcJVSpImuxjjZ4HPHnleW1sbEywH+P20ZtdHlCRJY+1ErJH4V8CPQggVQG6Msemocw3AvJd77gTUKmmC2dLcyY8f3cdPHtvHrtFNU+bOmMaHX13Pm06dQ31VScIVSpKUrN89fYC8nCzOqa9IuhRJkjTJjGmQGEL4JCMjCS8Epo3l136e75e6qSSSxt7Olm5+unEfP31sP5ubOwGoKsnnPecs4PWrZ3PK3OlO3ZIkCejsG+SBnYc4p76Swjz3VZQkSWNrzHoXIYTrgCuAi2KMPUBPCGEohFB91OjCOmB3jPHQyzn37O+ZxqkkksbG7kM9/PTxffzssf1s2tcBQHlhLlefOZfXr57D2gUVZGcZHkqSTpwQwpeB1wHVwK9CCJ0xxvqEy3pB92xtYXA4cuEyd2uWJEljb0yCxNGRgVczEiK2HXXq+8CHgH8e3TSlBrjzOM9JmqR2HermZ4/v5+eP7+eJvSPhYWlBDn9yWi2Xr57D2YsqyHXHZUnSOIkxfjDpGl6q346uj/hqg0RJknQCHHeQGEKoBT4D7ABuH51e2B9jXAt8HPh6CGErMABcc9TOyy/3nKRJZPvBLn75RBM/f/z3Iw9LCnK4Yk0Nrzt5NuctnklejuGhJEnHkslEbn/6AMuqS6gtL0y6HEmSNAmNxa7NjcBzzi+MMTYDl4zlOUkTW4yRp5s6+cUTTfzyif1sae4CRkYevuW0Wl538mzOrq8gPyc74UolSZpYNja2cah7gLeeMTfpUiRJ0iTlCsySTrhMJvLInlZ+vamZX21qomF0t+UZRXn86Rlzueykas5eVOnIQ0mSjsPvRqc1X7jcac2SJOnEMEiUdEIMDGW4b8chfrWpid882czBzn4AZpXm885XzOeyk2ZzRl05Oa55KEnSmPjtUwcoL8zllLnlSZciSZImKYNESWOmvXeQOzYf4NdPNnPn5oN09Q8BsHBmEW85rZZLV1azqqaMLHdbliRpTO1v7+XJ/R1ccWoN2f6clSRJJ4hBoqTjsudwD7c91cxtTzXzwI7DDGUiAKfMnc7FK2Zx6cpZ1FeVJFylJEmT25FpzRc4rVmSJJ1ABomSXpLhTOSR3a3c9tQBfvd08zObpeTlZHH+kplcvGIWFy6roqq0IOFKJUmaOm5/+gA5WYHzFs9MuhRJkjSJGSRKOqa2ngHu3HKQOzYf5M4tBzncPQBAZXE+V51ey4XLZ3FufSVF+d5SJEkabzFGHt7VyqraMsqm5SZdjiRJmsT8rV/SH4kx8tT+Tu7YcoDbnz7A+l2tjM5YZsXsUt525jwuXF7F6trprncoSVLCDnb209YzyLLZpUmXIkmSJjmDREnAyEYp92xt4c4tB7hzy0GaO0Z2WS7My+bC5bO4YFkVr15aRXWZU5YlSUqTp5s6AVhW7ZrEkiTpxDJIlKao4UzkscY27trSwt1bD/LInjaGR4cd1lcV8/pVc3jl0pmcuWAG+TnZCVcrSZKez5bmkSBxySyDREmSdGIZJEpTyN62Xu7ZepC7trawblsLbT2DABTlZfPqpVW8aulMXrlkJnNnFCZcqSRJerGOjEhcapAoSZJOMINEaRLr6Bvk/u2HuGdbC/dsbWFHS/cz506uKePtays5f/FM1swvJzc7K8FKJUnSy7WluZOqknzKi/KSLkWSJE1yBonSJNI3OMyGXa2s297Cum2HeHxv+zPTleeUFXDV6bWcu3gm5yyqoKI4P+FqJUnS8RrORLY0d3JG3YykS5EkSVOAQaI0gQ0MZXissY37th/ivh2HeHhXKwNDGQBKC3K4aHkV59RXcm59JQsqiwjBHZYlSZpM9hzuoW8w47RmSZI0LgwSpQlkYCjD43vbuH/HYe7fcYiHG1rpHRwGoCA3i7ULZnD2okrOqa9g5ZwysrMMDiVJmsw2H9loxR2bJUnSODBIlFKsb3CYjXvaeGDnYR7YeYgNu9qeCQ7zcrI4bV45r1hUwVkLK1g9t8zdlSVJmmI2u9GKJEkaRwaJUoq09w6yYVcrDzYc5uGGw2zc087A8MhU5YLcLNbMK2ftggrOXDCDU+dNpyDX4FCSpKlsc3MnIcDiWcVJlyJJkqYAg0QpITFGGlt7Wb+rlYd3HebhhlY2N3cSR/ZGoSQ/h1csGgkN1y6Ywara6eTluLOyJEn6vc1NncybUUhhnt16SZJ04tnjkMZJ/9AwT+zt4JHdrWzY3cr6Xa00d/Q/c76qJJ/XnFTNGXUzOKNuBstnl7rGoSRJel79Q8PsbOnmwmVVSZciSZKmCINE6QQ4Mtrw0T1tPLqnjQ27W9m0t+OZacohjKxldNHyWZxeV87p82dQWz7NXZUlSdKLtv1AN8OZyFI3WpEkSePEIFEaA63dAzy2t53HRoPDjY1ttHQNPHO+bFouZ9dXsGZeOWvmlbN6bhklBbkJVixJkia6LaM7NhskSpKk8WKQKL1EnX2DbNrXweON7WxsbOOxxnZ2H+555nxOVmD57FJec9JsTpk7ndVzp7OwsogspylLkqQx9LQ7NkuSpHFmkCi9gPaeQTbtb+eJve08vreDJ/a2s7Ol+w9es3BmEW8+tYZVtWWsqi1j5Zwyd1OWJEkn3JbmTnKzA3WVRUmXIkmSpgiDRImRNQ33tffx1L4ONu3rYNO+djbt62BvW+8fvK6uopDLV83m5JoyTq4p46TaMkqdoixJkhKwuamTRTOLyc3OSroUSZI0RRgkasrpHRhmS3Mnm5s6eXJ/B0/t7+Dppk7aewefeU1WgPqqYt58ag0r55SyYk4pK+eUUTbN0FCSJCWvs2+QvW29vPGUOUmXIkmSphCDRE1ag8MZGlq62dLcxebmTjY3dbC5qZNdh3uI8fevK87PYVl1Cctnl7Jsdgkr55SxrLrE6cmSJCm1tjR3AW60IkmSxpdBoia8vsFhdrZ0s+1AF9sPdrG1uYstzZ3sbOlmKPP7xDArwILKIl570myWVpewtLqE5dWl1JZPcyMUSZI0oWx2oxVJkpQAg0RNCDFGDnb1s+Ng9+hHFztautl+sIs9h3s4Ki8kBJhbXsirls5k8awSlswqZnFVCfVVxY4ylCRJk8KW5pEgcYlBoiRJGkcGiUqNGCOHuwfYdbiHhpZuGlq62Xno9487+4f+4PW52YG6iiIuXVlNfVUx9VXFLJo58jEtz8BQkiRNXk83dVCUl01t+bSkS5EkSVOIQaLGVf/QMPva+thzuIc9rT3sPtzD7kM97Do08rjrWWEhQHVpAStrSlk4s5iFlUUsnFnEwspiasunkeMuhZIkaYqJMbK5qZMl1SWE4PIskiRp/Bgkakz1DAyxr62PvW297G3tZW9bz+jnXvYc7qW5s+8PNjqBkanIc8qmcXJNGfMrCplXUciCiiLqKouYX1FIYZ5vU0mSpCMOdvXT2jPIZW60IkmSxpkJjV6UGCMdfUM0d/TR1N5HU0cfzaOf97f3sa+tl/3tfbT3Dj7nvy8vzKW2vJA186czt7yQ2hmFzC2fxrwZhdSUTyM/x6nIkiRJL8aWppEdm10fUZIkjTeDxCmub3CYQ90DtHT209J15GOAAx19HOzq50BHPwc6+znQ2UffYOY5v0ZedhbVZQUsqy5hzvRpVJcVUDN9GjXl06idPo0506dRlO9bTZIkaSxsbnbHZkmSlIzUpjshhMXAzUAl0A68K8a4Kdmq0ivGSPfAMO29g7T3DNLeO0hbzwCtPYO09gw88/hw9wCHugc43N3P4a4BugeGn/drhgAVRXnMLClgbWUFVSX5VJcVMKu0gOrSgmceVxTlkZXl+jySJGlySWt/dHNTBwBLndosSZLGWWqDRODLwPUxxq+GEN4CfBU4I9mSxk6MkcHhSN/QMH2Dw/QODNPdP0zv4BA9A8P0DAzT3T808jH6uKt/iM6+ITr7Bo96PERH70hwOJSJx/y+edlZzCjKY0ZRHnUVRcwoyqOiKJ/Kkjwqi/OZWZw/8rkkn4riPHLdzESSJE1dqeyPbm7uorI4j4ri/KRLkSRJU0wqg8QQQhVwOnDJ6KFbgc+HEOpjjNuSqmvdthZ++tg+hjOR4QxkYhx5HCPDw5GhTIbBoz4PDGUYHM4wMJRhYPRz/1CGvsGR8PBF5H7PKQQoyc+hpCCXkoIcFs0spnRaLmV/8JFDeVEe0wvzKC/Mpbwwj/KiPIryst3dT5Ik6RjS2h/NZCJbmzs5dd70pEqQJElTWCqDRGAusD/GOAQQY4whhN3APOCZjlsI4Vrg2iPPy8rKTmhRTzd18u0H9zzv+dzsQE5WFjnZgdzsLHKzA/k52eTlZFGUl0N5YRZ5OVkU5GZTcORzbhbTcrOZlpdDYV726ONsCvOyKcrPoTg/Z/TzUc/zcpxKLEmSdGKlsj+6r72XnoFhN1qRJEmJSGuQ+KLEGD8LfPbI89ra2pc5xu/FefvaeVy5poasrEB2CGRnBbKe+Ywj/SRJkqaY8e6P1pYXsulTl9I/9Nyb4EmSJJ1IaQ0S9wCzQwg5McahMJLQzQN2J1nUyAjC7CRLkCRJ0vhIZX8UoCg/hyKXR5QkSQlI5U4aMcYDwAbgmtFDVwKNSa5HI0mSpKnD/qgkSdIfS+uIRIAPAl8NIXwS6ADenXA9kiRJmlrsj0qSJB0ltUFijHEz8Iqk65AkSdLUZH9UkiTpD6VyarMkSZIkSZKkdDFIlCRJkiRJknRMBomSJEmSJEmSjskgUZIkSZIkSdIxhRhj0jWMmRBCP3BwDL9kMdA1hl9PY882SjfbJ/1so3SzfdJvrNtoZowxfwy/nsbZCeiPgveCtLN90s82SjfbJ/1so3Q7Ee3zvH3SSRUkjrUQQmOMsTbpOvT8bKN0s33SzzZKN9sn/WwjjQffZ+lm+6SfbZRutk/62UbpNt7t49RmSZIkSZIkScdkkChJkiRJkiTpmAwSX9hnky5Ax2QbpZvtk362UbrZPulnG2k8+D5LN9sn/WyjdLN90s82SrdxbR/XSJQkSZIkSZJ0TI5IlCRJkiRJknRMBomSJEmSJEmSjskgUZIkSZIkSdIxGSQ+hxDC4hDCvSGELSGEh0IIK5OuaaoLIRSEEH442iYbQwi/CSHUj56rCiH8MoSwNYTwRAjh/KTrncpCCO8OIcQQwptGn9s+KRFCyA8hfH60LR4PIXxj9Lj3vBQIIbw2hLAhhPDo6LXyztHjXkMJCSH8RwihYfSedspRx5/3mvF60ljy/ZQu9kcnDvuj6WV/NP3sk6ZLGvujBonP7cvA9THGJcC/Al9NthyNuh5YGmNcDfwIuGH0+KeB+2OMi4F3A98KIeQmVOOUFkKoA94P3H/UYdsnPT4NRGBJjPFk4LrR497zEhZCCMA3gHfFGE8BLge+HEIowWsoSbcA5wK7nnX8ha4ZryeNJd9P6WN/NOXsj6ae/dEUs0+aSqnrj7pr87OEEKqAbcCMGOPQ6IW0Hzg3xrgt2ep0RAjhdOCWGGNdCKELqI8xNo2eexD4ZIzxtkSLnGJCCFnAr4GPA58BPhdj/KHtkw4hhCJG7mW1McaOo457z0uB0f/3FuDNMca7QgirgF8AC4DDeA0lKoTQALwpxvjoC10zQMfznfN60kvl/Tn97I+mj/3RdLM/mn72SdMrTf1RRyT+sbnA/hjjEEAcSVp3A/MSrUrP9lfAj0IIFUDukZvZqAZsryRcC6yLMa4/csD2SZVFjPzw/2QI4eEQwt0hhAvxnpcKo//vbwX+M4SwC7gHeCdQgtdQ2rzQNeP1pLHk+yn97I+mj/3RdLM/mnL2SSeMRPujBomacEIInwTqgb9NuhaNCCGcBFwJ/Leka9HzygHmA0/GGE8HPgJ8d/S4EhZCyAH+HrgixjgfuBD4OraPJKWS/dH0sT86IdgfTTn7pHoxDBL/2B5g9ugFdGRo7zxGElwlLIRwHXAF8JoYY0+M8RAwFEKoPuplddhe4+08Rv7ft44OuT6LkTWErsL2SYvdQAb4JkCM8RFgJyOdOe95yTsFmBNjvAsgxvgQ0AiswmsobV6on2AfQmPJ91NK2R9NLfuj6Wd/NP1OwT7pRJBof9Qg8VlijAeADcA1o4euBBpdmyF5IYRrgauBi2OMbUed+j7wodHXnAHUAHeOe4FTWIzxSzHG2THGuhhjHSOLW38gxvglbJ9UiDG2AL8FLgUIISxgZK2TdXjPS4MjP/CXA4SRXUAXAZvxGkqVF+on2IfQWPL9lE72R9PL/mj62R+dEOyTTgBJ90fdbOU5hBCWMrKrTQUjC1W+O8b4eKJFTXEhhFpGbmo7gM7Rw/0xxrUhhFmMDLdeAAwAH44x3p5MpQIIIdzB7xe3tn1SIoSwELgRqGTkr8H/EmO81XteOoQQrgY+yUjbZAH/I8b4La+h5IQQvgy8DqgGDgGdMcb6F7pmvJ40lnw/pYv90YnF/mg62R9NP/uk6ZLG/qhBoiRJkiRJkqRjcmqzJEmSJEmSpGMySJQkSZIkSZJ0TAaJkiRJkiRJko7JIFGSJEmSJEnSMRkkSpIkSZIkSTomg0RJkiRJkiRJx2SQKEmSJEmSJOmYDBIlSZIkSZIkHdP/B0Jr/c2GpXDgAAAAAElFTkSuQmCC\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#一张图多个子图\n",
    "import numpy as np\n",
    "\n",
    "x  =  np.arange(1,  100) #划分子图\n",
    "fig, axes = plt.subplots(2, 2, figsize=(20, 8), dpi=80)\n",
    "ax1=axes[0,0]\n",
    "ax2=axes[0,1]\n",
    "ax3=axes[1,0]\n",
    "ax4=axes[1,1]\n",
    "\n",
    "ax1.plot(x, x)\n",
    "ax2.plot(x,-x)\n",
    "ax3.plot(x,x**2)\n",
    "ax4.plot(x,np.log(x))\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x800 with 3 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.arange(1,100)\n",
    "#新建figure对象\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #新建子图1\n",
    "ax1=fig.add_subplot(2,2,1)\n",
    "ax1.plot(x, x)\n",
    "#新建子图2\n",
    "ax3=fig.add_subplot(2,2,2)\n",
    "ax3.plot(x, x**2)\n",
    "ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3)\n",
    "# 新 建 子 图 3\n",
    "ax4=fig.add_subplot(2,2,3)\n",
    "ax4.plot(x, np.log(x))\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#散点图\n",
    "y = [11, 17, 16, 11, 12, 11, 12, 6, 6, 7, 8, 9, 12, 15, 14, 17, 18, 21, 16, 17, 20, 14, 15, 15, 15, 19, 21, 22, 22, 22,\n",
    "     23]\n",
    "x = range( 1, 32 )\n",
    "\n",
    "# 设置图形大小\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "# 使用scatter绘制散点图\n",
    "plt.scatter( x, y, label='3月份' )\n",
    "# 调整x轴的刻度\n",
    "my_font = font_manager.FontProperties( fname='C:\\Windows\\Fonts\\STSONG.TTF', size=10 )\n",
    "\n",
    "_xticks_labels = ['3月{}日'.format( i ) for i in x]\n",
    "\n",
    "plt.xticks( x[::2], _xticks_labels[::2], fontproperties=my_font, rotation=45 )\n",
    "plt.xlabel( ' 日 期 ', fontproperties=my_font )\n",
    "plt.ylabel( '温度', fontproperties=my_font )\n",
    "# 图 例\n",
    "plt.legend( prop=my_font )\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#绘制条形图\n",
    "my_font =  font_manager.FontProperties(fname='C:\\Windows\\Fonts\\STSONG.TTF',size=16)\n",
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "\n",
    "# 绘制条形图的方法\n",
    "'''\n",
    "width=0.3  条形的宽度\n",
    "'''\n",
    "rects = plt.bar(range(len(a)),b,width=0.3,color='r')\n",
    "plt.xticks(range(len(a)),a,fontproperties=my_font,rotation=45)\n",
    "for rect in rects:\n",
    "    height = rect.get_height() # 获取高度\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height+0.3, str(height), ha=\"center\") # 在柱状图上方添加文本\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}